| // Generated from lstm_relaxed.mod.py |
| // DO NOT EDIT |
| // clang-format off |
| #include "TestHarness.h" |
| |
| using namespace test_helper; |
| |
| namespace generated_tests::lstm_relaxed { |
| |
| const TestModel& get_test_model() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.45018822f, -0.02338299f, -0.0870589f, -0.34550029f, 0.04266912f, -0.15680569f, -0.34856534f, 0.43890524f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.09701663f, 0.20334584f, -0.50592935f, -0.31343272f, -0.40032279f, 0.44781327f, 0.01387155f, -0.35593212f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.50013041f, 0.1370284f, 0.11810488f, 0.2013163f, -0.20583314f, 0.44344562f, 0.22077113f, -0.29909778f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.25065863f, -0.28290087f, 0.04613829f, 0.40525138f, 0.44272184f, 0.03897077f, -0.1556896f, 0.19487578f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.0063535f, -0.2042388f, 0.31454784f, -0.35746509f, 0.28902304f, 0.08183324f, -0.16555229f, 0.02286911f, -0.13566875f, 0.03034258f, 0.48091322f, -0.12528998f, 0.24077177f, -0.51332325f, -0.33502164f, 0.10629296f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.48684245f, -0.06655136f, 0.42224967f, 0.2112639f, 0.27654213f, 0.20864892f, -0.07646349f, 0.45877004f, 0.00141793f, -0.14609534f, 0.36447752f, 0.09196436f, 0.28053468f, 0.01560611f, -0.20127171f, -0.01140004f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.3407414f, 0.24443203f, -0.2078532f, 0.26320225f, 0.05695659f, -0.00123841f, -0.4744786f, -0.35869038f, -0.06418842f, -0.13502428f, -0.501764f, 0.22830659f, -0.46367589f, 0.26016325f, -0.03894562f, -0.16368064f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.43385774f, -0.17194885f, 0.2718237f, 0.09215671f, 0.24107647f, -0.39835793f, 0.18212086f, 0.01301402f, 0.48572797f, -0.50656658f, 0.20047462f, -0.20607421f, -0.51818722f, -0.15390486f, 0.0468148f, 0.39922136f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 1.0f, 1.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0, 0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({4}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {1, 16}, |
| .isIgnored = true, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.0297319f, 0.122947f, 0.208851f, -0.153588f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.145439f, 0.157475f, 0.293663f, -0.277353f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.02973187f, 0.1229473f, 0.20885126f, -0.15358765f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22}, |
| .outputs = {23, 24, 25, 26}, |
| .type = TestOperationType::LSTM |
| }}, |
| .outputIndexes = {23, 24, 25, 26} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::lstm_relaxed |
| |
| namespace generated_tests::lstm_relaxed { |
| |
| const TestModel& get_test_model_all_inputs_as_internal() { |
| static TestModel model = { |
| .expectedMultinomialDistributionTolerance = 0, |
| .inputIndexes = {9, 10, 11, 16, 17, 27, 30, 33, 36, 39, 42, 45, 48, 51, 54, 57, 60, 63, 66, 69}, |
| .isRelaxed = true, |
| .operands = {{ |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0, 0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {0}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({4}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {1, 16}, |
| .isIgnored = true, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.0297319f, 0.122947f, 0.208851f, -0.153588f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.145439f, 0.157475f, 0.293663f, -0.277353f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.02973187f, 0.1229473f, 0.20885126f, -0.15358765f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_OUTPUT, |
| .numberOfConsumers = 0, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}), |
| .dimensions = {1, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.45018822f, -0.02338299f, -0.0870589f, -0.34550029f, 0.04266912f, -0.15680569f, -0.34856534f, 0.43890524f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.09701663f, 0.20334584f, -0.50592935f, -0.31343272f, -0.40032279f, 0.44781327f, 0.01387155f, -0.35593212f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.50013041f, 0.1370284f, 0.11810488f, 0.2013163f, -0.20583314f, 0.44344562f, 0.22077113f, -0.29909778f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.25065863f, -0.28290087f, 0.04613829f, 0.40525138f, 0.44272184f, 0.03897077f, -0.1556896f, 0.19487578f}), |
| .dimensions = {4, 2}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.0063535f, -0.2042388f, 0.31454784f, -0.35746509f, 0.28902304f, 0.08183324f, -0.16555229f, 0.02286911f, -0.13566875f, 0.03034258f, 0.48091322f, -0.12528998f, 0.24077177f, -0.51332325f, -0.33502164f, 0.10629296f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.48684245f, -0.06655136f, 0.42224967f, 0.2112639f, 0.27654213f, 0.20864892f, -0.07646349f, 0.45877004f, 0.00141793f, -0.14609534f, 0.36447752f, 0.09196436f, 0.28053468f, 0.01560611f, -0.20127171f, -0.01140004f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({-0.3407414f, 0.24443203f, -0.2078532f, 0.26320225f, 0.05695659f, -0.00123841f, -0.4744786f, -0.35869038f, -0.06418842f, -0.13502428f, -0.501764f, 0.22830659f, -0.46367589f, 0.26016325f, -0.03894562f, -0.16368064f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.43385774f, -0.17194885f, 0.2718237f, 0.09215671f, 0.24107647f, -0.39835793f, 0.18212086f, 0.01301402f, 0.48572797f, -0.50656658f, 0.20047462f, -0.20607421f, -0.51818722f, -0.15390486f, 0.0468148f, 0.39922136f}), |
| .dimensions = {4, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({1.0f, 1.0f, 1.0f, 1.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f}), |
| .dimensions = {1, 4}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::MODEL_INPUT, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<float>({0.0f}), |
| .dimensions = {1}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::TENSOR_FLOAT32, |
| .zeroPoint = 0 |
| }, { |
| .channelQuant = {}, |
| .data = TestBuffer::createFromVector<int32_t>({0}), |
| .dimensions = {}, |
| .isIgnored = false, |
| .lifetime = TestOperandLifeTime::CONSTANT_COPY, |
| .numberOfConsumers = 1, |
| .scale = 0.0f, |
| .type = TestOperandType::INT32, |
| .zeroPoint = 0 |
| }}, |
| .operations = {{ |
| .inputs = {27, 28, 29}, |
| .outputs = {0}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {30, 31, 32}, |
| .outputs = {1}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {33, 34, 35}, |
| .outputs = {2}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {36, 37, 38}, |
| .outputs = {3}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {39, 40, 41}, |
| .outputs = {4}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {42, 43, 44}, |
| .outputs = {5}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {45, 46, 47}, |
| .outputs = {6}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {48, 49, 50}, |
| .outputs = {7}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {51, 52, 53}, |
| .outputs = {8}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {54, 55, 56}, |
| .outputs = {12}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {57, 58, 59}, |
| .outputs = {13}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {60, 61, 62}, |
| .outputs = {14}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {63, 64, 65}, |
| .outputs = {15}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {66, 67, 68}, |
| .outputs = {18}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {69, 70, 71}, |
| .outputs = {19}, |
| .type = TestOperationType::ADD |
| }, { |
| .inputs = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22}, |
| .outputs = {23, 24, 25, 26}, |
| .type = TestOperationType::LSTM |
| }}, |
| .outputIndexes = {23, 24, 25, 26} |
| }; |
| return model; |
| } |
| |
| } // namespace generated_tests::lstm_relaxed |
| |
