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Diffstat (limited to 'nn/runtime/test/generated/spec_V1_3_cts_only/if_simple_dynamic.example.cpp')
| -rw-r--r-- | nn/runtime/test/generated/spec_V1_3_cts_only/if_simple_dynamic.example.cpp | 6286 |
1 files changed, 6286 insertions, 0 deletions
diff --git a/nn/runtime/test/generated/spec_V1_3_cts_only/if_simple_dynamic.example.cpp b/nn/runtime/test/generated/spec_V1_3_cts_only/if_simple_dynamic.example.cpp new file mode 100644 index 000000000..0bd7c44fa --- /dev/null +++ b/nn/runtime/test/generated/spec_V1_3_cts_only/if_simple_dynamic.example.cpp @@ -0,0 +1,6286 @@ +// Generated from if_simple_dynamic.mod.py +// DO NOT EDIT +// clang-format off +#include "TestHarness.h" +using namespace test_helper; + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true = TestModelManager::get().add("if_simple_dynamic_true", get_test_model_true()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // y_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // dummy + .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 + }, { // param12 + .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 = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_all_inputs_as_internal", get_test_model_true_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // dummy1 + .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 + }, { // param13 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_all_outputs_as_internal", get_test_model_true_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_relaxed() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = true, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_relaxed = TestModelManager::get().add("if_simple_dynamic_true_relaxed", get_test_model_true_relaxed()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_relaxed_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = true, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // y_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // dummy5 + .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 + }, { // param17 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_relaxed_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_relaxed_all_inputs_as_internal", get_test_model_true_relaxed_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_relaxed_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = true, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // dummy6 + .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 + }, { // param18 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_relaxed_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_relaxed_all_outputs_as_internal", get_test_model_true_relaxed_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_float16() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_float16 = TestModelManager::get().add("if_simple_dynamic_true_float16", get_test_model_true_float16()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_float16_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // y_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // dummy10 + .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 + }, { // param22 + .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 = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_float16_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_float16_all_inputs_as_internal", get_test_model_true_float16_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_float16_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // dummy11 + .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 + }, { // param23 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_float16_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_float16_all_outputs_as_internal", get_test_model_true_float16_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_int32() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({10}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({10}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_int32 = TestModelManager::get().add("if_simple_dynamic_true_int32", get_test_model_true_int32()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_quant8() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_quant8 = TestModelManager::get().add("if_simple_dynamic_true_quant8", get_test_model_true_quant8()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_quant8_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // y_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // dummy15 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({100}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param27 + .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 = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_quant8_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_quant8_all_inputs_as_internal", get_test_model_true_quant8_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_quant8_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // dummy16 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({100}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param28 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_quant8_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_quant8_all_outputs_as_internal", get_test_model_true_quant8_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_quant8_signed() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_quant8_signed = TestModelManager::get().add("if_simple_dynamic_true_quant8_signed", get_test_model_true_quant8_signed()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_quant8_signed_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // y_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // dummy20 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({100}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param32 + .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 = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_quant8_signed_all_inputs_as_internal", get_test_model_true_quant8_signed_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_true_quant8_signed_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({true}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // z + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // dummy21 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({100}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param33 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z2 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_true_quant8_signed_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_true_quant8_signed_all_outputs_as_internal", get_test_model_true_quant8_signed_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({-9.0f, -8.0f, -7.0f, -6.0f, -5.0f, -4.0f, -3.0f, -2.0f, -1.0f, 0.0f, 1.0f, 2.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false = TestModelManager::get().add("if_simple_dynamic_false", get_test_model_false()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({-9.0f, -8.0f, -7.0f, -6.0f, -5.0f, -4.0f, -3.0f, -2.0f, -1.0f, 0.0f, 1.0f, 2.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // y3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // dummy25 + .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 + }, { // param37 + .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 = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_all_inputs_as_internal", get_test_model_false_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // dummy26 + .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 + }, { // param38 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({-9.0f, -8.0f, -7.0f, -6.0f, -5.0f, -4.0f, -3.0f, -2.0f, -1.0f, 0.0f, 1.0f, 2.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_all_outputs_as_internal", get_test_model_false_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_relaxed() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = true, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({-9.0f, -8.0f, -7.0f, -6.0f, -5.0f, -4.0f, -3.0f, -2.0f, -1.0f, 0.0f, 1.0f, 2.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_relaxed = TestModelManager::get().add("if_simple_dynamic_false_relaxed", get_test_model_false_relaxed()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_relaxed_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = true, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({-9.0f, -8.0f, -7.0f, -6.0f, -5.0f, -4.0f, -3.0f, -2.0f, -1.0f, 0.0f, 1.0f, 2.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // y3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // dummy30 + .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 + }, { // param42 + .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 = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_relaxed_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_relaxed_all_inputs_as_internal", get_test_model_false_relaxed_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_relaxed_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = true, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // dummy31 + .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 + }, { // param43 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({-9.0f, -8.0f, -7.0f, -6.0f, -5.0f, -4.0f, -3.0f, -2.0f, -1.0f, 0.0f, 1.0f, 2.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<float>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_relaxed_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_relaxed_all_outputs_as_internal", get_test_model_false_relaxed_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_float16() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({-9.0f, -8.0f, -7.0f, -6.0f, -5.0f, -4.0f, -3.0f, -2.0f, -1.0f, 0.0f, 1.0f, 2.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_float16 = TestModelManager::get().add("if_simple_dynamic_false_float16", get_test_model_false_float16()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_float16_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({-9.0f, -8.0f, -7.0f, -6.0f, -5.0f, -4.0f, -3.0f, -2.0f, -1.0f, 0.0f, 1.0f, 2.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // y3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // dummy35 + .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 + }, { // param47 + .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 = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_float16_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_float16_all_inputs_as_internal", get_test_model_false_float16_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_float16_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // dummy36 + .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 + }, { // param48 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({-9.0f, -8.0f, -7.0f, -6.0f, -5.0f, -4.0f, -3.0f, -2.0f, -1.0f, 0.0f, 1.0f, 2.0f}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({10.0f}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<_Float16>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_FLOAT16, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_float16_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_float16_all_outputs_as_internal", get_test_model_false_float16_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_int32() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({-9, -8, -7, -6, -5, -4, -3, -2, -1, 0, 1, 2}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({10}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({10}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 0.0f, + .type = TestOperandType::TENSOR_INT32, + .zeroPoint = 0 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_int32 = TestModelManager::get().add("if_simple_dynamic_false_int32", get_test_model_false_int32()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_quant8() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_quant8 = TestModelManager::get().add("if_simple_dynamic_false_quant8", get_test_model_false_quant8()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_quant8_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // y3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // dummy40 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({100}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param52 + .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 = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_quant8_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_quant8_all_inputs_as_internal", get_test_model_false_quant8_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_quant8_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // dummy41 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({100}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param53 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_quant8_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_quant8_all_outputs_as_internal", get_test_model_false_quant8_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_quant8_signed() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_quant8_signed = TestModelManager::get().add("if_simple_dynamic_false_quant8_signed", get_test_model_false_quant8_signed()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_quant8_signed_all_inputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 5}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // y3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // dummy45 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({100}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param57 + .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 = {5, 6, 7}, + .outputs = {3}, + .type = TestOperationType::ADD + }, { + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }}, + .outputIndexes = {4} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_quant8_signed_all_inputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_quant8_signed_all_inputs_as_internal", get_test_model_false_quant8_signed_all_inputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + +namespace generated_tests::if_simple_dynamic { + +const TestModel& get_test_model_false_quant8_signed_all_outputs_as_internal() { + static TestModel model = { + .expectFailure = false, + .expectedMultinomialDistributionTolerance = 0, + .isRelaxed = false, + .main = { + .inputIndexes = {0, 3}, + .operands = {{ // x1 + .channelQuant = {}, + .data = TestBuffer::createFromVector<bool8>({false}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::TENSOR_BOOL8, + .zeroPoint = 0 + }, { // param10 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // param11 + .channelQuant = {}, + .data = TestBuffer::createFromVector<uint32_t>({1}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::SUBGRAPH, + .zeroPoint = 0 + }, { // y3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // z3 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // dummy46 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({100}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param58 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z3_new + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102}), + .dimensions = {3, 4}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2, 3}, + .outputs = {4}, + .type = TestOperationType::IF + }, { + .inputs = {4, 5, 6}, + .outputs = {7}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {7} + }, + .minSupportedVersion = TestHalVersion::UNKNOWN, + .referenced = {{ // param + .inputIndexes = {0}, + .operands = {{ // y4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param6 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param7 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z4 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::ADD + }}, + .outputIndexes = {3} + }, { // param + .inputIndexes = {0}, + .operands = {{ // y5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param8 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({110}), + .dimensions = {1}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }, { // param9 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int32_t>({0}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::CONSTANT_COPY, + .numberOfConsumers = 1, + .scale = 0.0f, + .type = TestOperandType::INT32, + .zeroPoint = 0 + }, { // z5 + .channelQuant = {}, + .data = TestBuffer::createFromVector<int8_t>({}), + .dimensions = {}, + .isIgnored = false, + .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, + .numberOfConsumers = 0, + .scale = 1.0f, + .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED, + .zeroPoint = 100 + }}, + .operations = {{ + .inputs = {0, 1, 2}, + .outputs = {3}, + .type = TestOperationType::SUB + }}, + .outputIndexes = {3} + }} + }; + return model; +} + +const auto dummy_test_model_false_quant8_signed_all_outputs_as_internal = TestModelManager::get().add("if_simple_dynamic_false_quant8_signed_all_outputs_as_internal", get_test_model_false_quant8_signed_all_outputs_as_internal()); + +} // namespace generated_tests::if_simple_dynamic + |