diff options
Diffstat (limited to 'nn/runtime/test/generated')
6 files changed, 5 insertions, 893 deletions
diff --git a/nn/runtime/test/generated/spec_V1_1/lsh_projection_2_relaxed.example.cpp b/nn/runtime/test/generated/spec_V1_1/lsh_projection_2_relaxed.example.cpp index 6fcbb81ec..23dbd2795 100644 --- a/nn/runtime/test/generated/spec_V1_1/lsh_projection_2_relaxed.example.cpp +++ b/nn/runtime/test/generated/spec_V1_1/lsh_projection_2_relaxed.example.cpp @@ -158,114 +158,3 @@ const auto dummy_test_model_all_tensors_as_inputs = TestModelManager::get().add( } // namespace generated_tests::lsh_projection_2_relaxed -namespace generated_tests::lsh_projection_2_relaxed { - -const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { - static TestModel model = { - .expectFailure = false, - .expectedMultinomialDistributionTolerance = 0, - .isRelaxed = true, - .main = { - .inputIndexes = {1, 2, 5}, - .operands = {{ // hash - .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 - }, { // lookup - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({12345, 54321, 67890, 9876, -12345678, -87654321}), - .dimensions = {3, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // weight - .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT32, - .zeroPoint = 0 - }, { // type_param - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1}), - .dimensions = {}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::INT32, - .zeroPoint = 0 - }, { // output - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1, 2, 2, 0}), - .dimensions = {4}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, - .numberOfConsumers = 0, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // hash_new - .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), - .dimensions = {4, 2}, - .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 - }, { // param - .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 = {0}, - .type = TestOperationType::ADD - }, { - .inputs = {0, 1, 2, 3}, - .outputs = {4}, - .type = TestOperationType::LSH_PROJECTION - }}, - .outputIndexes = {4} - }, - .minSupportedVersion = TestHalVersion::UNKNOWN, - .referenced = {} - }; - return model; -} - -const auto dummy_test_model_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("lsh_projection_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_all_tensors_as_inputs_all_inputs_as_internal()); - -} // namespace generated_tests::lsh_projection_2_relaxed - diff --git a/nn/runtime/test/generated/spec_V1_1/lsh_projection_relaxed.example.cpp b/nn/runtime/test/generated/spec_V1_1/lsh_projection_relaxed.example.cpp index 68782659b..aa7ccfb24 100644 --- a/nn/runtime/test/generated/spec_V1_1/lsh_projection_relaxed.example.cpp +++ b/nn/runtime/test/generated/spec_V1_1/lsh_projection_relaxed.example.cpp @@ -277,13 +277,13 @@ const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { .expectedMultinomialDistributionTolerance = 0, .isRelaxed = true, .main = { - .inputIndexes = {1, 5, 8}, + .inputIndexes = {0, 1, 5}, .operands = {{ // hash .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({}), + .data = TestBuffer::createFromVector<float>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), .dimensions = {4, 2}, .isIgnored = false, - .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, + .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, .numberOfConsumers = 1, .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, @@ -328,36 +328,6 @@ const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { .scale = 0.0f, .type = TestOperandType::TENSOR_INT32, .zeroPoint = 0 - }, { // hash_new - .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), - .dimensions = {4, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .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 - }, { // 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 }, { // weight_new .channelQuant = {}, .data = TestBuffer::createFromVector<float>({0.12f, 0.34f, 0.56f}), @@ -368,7 +338,7 @@ const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 - }, { // dummy2 + }, { // dummy1 .channelQuant = {}, .data = TestBuffer::createFromVector<float>({0.0f}), .dimensions = {1}, @@ -378,7 +348,7 @@ const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { .scale = 0.0f, .type = TestOperandType::TENSOR_FLOAT32, .zeroPoint = 0 - }, { // param2 + }, { // param1 .channelQuant = {}, .data = TestBuffer::createFromVector<int32_t>({0}), .dimensions = {}, @@ -391,10 +361,6 @@ const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { }}, .operations = {{ .inputs = {5, 6, 7}, - .outputs = {0}, - .type = TestOperationType::ADD - }, { - .inputs = {8, 9, 10}, .outputs = {2}, .type = TestOperationType::ADD }, { diff --git a/nn/runtime/test/generated/spec_V1_2/lsh_projection_3_relaxed.example.cpp b/nn/runtime/test/generated/spec_V1_2/lsh_projection_3_relaxed.example.cpp index 0b964f97c..f44967963 100644 --- a/nn/runtime/test/generated/spec_V1_2/lsh_projection_3_relaxed.example.cpp +++ b/nn/runtime/test/generated/spec_V1_2/lsh_projection_3_relaxed.example.cpp @@ -158,114 +158,3 @@ const auto dummy_test_model_all_tensors_as_inputs = TestModelManager::get().add( } // namespace generated_tests::lsh_projection_3_relaxed -namespace generated_tests::lsh_projection_3_relaxed { - -const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { - static TestModel model = { - .expectFailure = false, - .expectedMultinomialDistributionTolerance = 0, - .isRelaxed = true, - .main = { - .inputIndexes = {1, 2, 5}, - .operands = {{ // hash - .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 - }, { // lookup - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({12345, 54321, 67890, 9876, -12345678, -87654321}), - .dimensions = {3, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // weight - .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT32, - .zeroPoint = 0 - }, { // type_param - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({3}), - .dimensions = {}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::INT32, - .zeroPoint = 0 - }, { // output - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1, 6, 10, 12}), - .dimensions = {4}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, - .numberOfConsumers = 0, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // hash_new - .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), - .dimensions = {4, 2}, - .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 - }, { // param - .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 = {0}, - .type = TestOperationType::ADD - }, { - .inputs = {0, 1, 2, 3}, - .outputs = {4}, - .type = TestOperationType::LSH_PROJECTION - }}, - .outputIndexes = {4} - }, - .minSupportedVersion = TestHalVersion::UNKNOWN, - .referenced = {} - }; - return model; -} - -const auto dummy_test_model_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("lsh_projection_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_all_tensors_as_inputs_all_inputs_as_internal()); - -} // namespace generated_tests::lsh_projection_3_relaxed - diff --git a/nn/runtime/test/generated/spec_V1_2/lsh_projection_4_relaxed.example.cpp b/nn/runtime/test/generated/spec_V1_2/lsh_projection_4_relaxed.example.cpp index 2329565ae..09e165d52 100644 --- a/nn/runtime/test/generated/spec_V1_2/lsh_projection_4_relaxed.example.cpp +++ b/nn/runtime/test/generated/spec_V1_2/lsh_projection_4_relaxed.example.cpp @@ -158,114 +158,3 @@ const auto dummy_test_model_all_tensors_as_inputs = TestModelManager::get().add( } // namespace generated_tests::lsh_projection_4_relaxed -namespace generated_tests::lsh_projection_4_relaxed { - -const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { - static TestModel model = { - .expectFailure = false, - .expectedMultinomialDistributionTolerance = 0, - .isRelaxed = true, - .main = { - .inputIndexes = {1, 2, 5}, - .operands = {{ // hash - .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 - }, { // lookup - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({12345, 54321, 67890, 9876, -12345678, -87654321}), - .dimensions = {3, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // weight - .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT32, - .zeroPoint = 0 - }, { // type_param - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1}), - .dimensions = {}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::INT32, - .zeroPoint = 0 - }, { // output - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1, 2, 2, 0}), - .dimensions = {4}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, - .numberOfConsumers = 0, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // hash_new - .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), - .dimensions = {4, 2}, - .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 - }, { // param - .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 = {0}, - .type = TestOperationType::ADD - }, { - .inputs = {0, 1, 2, 3}, - .outputs = {4}, - .type = TestOperationType::LSH_PROJECTION - }}, - .outputIndexes = {4} - }, - .minSupportedVersion = TestHalVersion::UNKNOWN, - .referenced = {} - }; - return model; -} - -const auto dummy_test_model_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("lsh_projection_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_all_tensors_as_inputs_all_inputs_as_internal()); - -} // namespace generated_tests::lsh_projection_4_relaxed - diff --git a/nn/runtime/test/generated/spec_V1_2/lsh_projection_deprecated.example.cpp b/nn/runtime/test/generated/spec_V1_2/lsh_projection_deprecated.example.cpp index e225e5500..e87591ee9 100644 --- a/nn/runtime/test/generated/spec_V1_2/lsh_projection_deprecated.example.cpp +++ b/nn/runtime/test/generated/spec_V1_2/lsh_projection_deprecated.example.cpp @@ -158,114 +158,3 @@ const auto dummy_test_model_all_tensors_as_inputs = TestModelManager::get().add( } // namespace generated_tests::lsh_projection_deprecated -namespace generated_tests::lsh_projection_deprecated { - -const TestModel& get_test_model_all_tensors_as_inputs_all_inputs_as_internal() { - static TestModel model = { - .expectFailure = false, - .expectedMultinomialDistributionTolerance = 0, - .isRelaxed = true, - .main = { - .inputIndexes = {1, 2, 5}, - .operands = {{ // hash - .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 - }, { // lookup - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({12345, 54321, 67890, 9876, -12345678, -87654321}), - .dimensions = {3, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // weight - .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT32, - .zeroPoint = 0 - }, { // type_param - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1}), - .dimensions = {}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::INT32, - .zeroPoint = 0 - }, { // output - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1, 2, 2, 0}), - .dimensions = {4}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, - .numberOfConsumers = 0, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // hash_new - .channelQuant = {}, - .data = TestBuffer::createFromVector<float>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), - .dimensions = {4, 2}, - .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 - }, { // param - .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 = {0}, - .type = TestOperationType::ADD - }, { - .inputs = {0, 1, 2, 3}, - .outputs = {4}, - .type = TestOperationType::LSH_PROJECTION - }}, - .outputIndexes = {4} - }, - .minSupportedVersion = TestHalVersion::UNKNOWN, - .referenced = {} - }; - return model; -} - -const auto dummy_test_model_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("lsh_projection_deprecated_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_all_tensors_as_inputs_all_inputs_as_internal()); - -} // namespace generated_tests::lsh_projection_deprecated - diff --git a/nn/runtime/test/generated/spec_V1_2/lsh_projection_float16.example.cpp b/nn/runtime/test/generated/spec_V1_2/lsh_projection_float16.example.cpp index c69b0c1e3..4a57101db 100644 --- a/nn/runtime/test/generated/spec_V1_2/lsh_projection_float16.example.cpp +++ b/nn/runtime/test/generated/spec_V1_2/lsh_projection_float16.example.cpp @@ -414,413 +414,3 @@ const auto dummy_test_model_all_tensors_as_inputs_all_inputs_as_internal = TestM } // namespace generated_tests::lsh_projection_float16 -namespace generated_tests::lsh_projection_float16 { - -const TestModel& get_test_model_float16() { - static TestModel model = { - .expectFailure = false, - .expectedMultinomialDistributionTolerance = 0, - .isRelaxed = false, - .main = { - .inputIndexes = {1, 2}, - .operands = {{ // hash - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), - .dimensions = {4, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // lookup - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({12345, 54321, 67890, 9876, -12345678, -87654321}), - .dimensions = {3, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // weight - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({0.12f, 0.34f, 0.56f}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // type_param - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({2}), - .dimensions = {}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::INT32, - .zeroPoint = 0 - }, { // output - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 0, 0, 0}), - .dimensions = {8}, - .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::LSH_PROJECTION - }}, - .outputIndexes = {4} - }, - .minSupportedVersion = TestHalVersion::V1_2, - .referenced = {} - }; - return model; -} - -const auto dummy_test_model_float16 = TestModelManager::get().add("lsh_projection_float16_float16", get_test_model_float16()); - -} // namespace generated_tests::lsh_projection_float16 - -namespace generated_tests::lsh_projection_float16 { - -const TestModel& get_test_model_float16_all_inputs_as_internal() { - static TestModel model = { - .expectFailure = false, - .expectedMultinomialDistributionTolerance = 0, - .isRelaxed = false, - .main = { - .inputIndexes = {1, 5}, - .operands = {{ // hash - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), - .dimensions = {4, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // lookup - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({12345, 54321, 67890, 9876, -12345678, -87654321}), - .dimensions = {3, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // weight - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // type_param - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({2}), - .dimensions = {}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::INT32, - .zeroPoint = 0 - }, { // output - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 0, 0, 0}), - .dimensions = {8}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, - .numberOfConsumers = 0, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // weight_new - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({0.12f, 0.34f, 0.56f}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // dummy3 - .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 - }, { // 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 - }}, - .operations = {{ - .inputs = {5, 6, 7}, - .outputs = {2}, - .type = TestOperationType::ADD - }, { - .inputs = {0, 1, 2, 3}, - .outputs = {4}, - .type = TestOperationType::LSH_PROJECTION - }}, - .outputIndexes = {4} - }, - .minSupportedVersion = TestHalVersion::V1_2, - .referenced = {} - }; - return model; -} - -const auto dummy_test_model_float16_all_inputs_as_internal = TestModelManager::get().add("lsh_projection_float16_float16_all_inputs_as_internal", get_test_model_float16_all_inputs_as_internal()); - -} // namespace generated_tests::lsh_projection_float16 - -namespace generated_tests::lsh_projection_float16 { - -const TestModel& get_test_model_float16_all_tensors_as_inputs() { - static TestModel model = { - .expectFailure = false, - .expectedMultinomialDistributionTolerance = 0, - .isRelaxed = false, - .main = { - .inputIndexes = {0, 1, 2}, - .operands = {{ // hash - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), - .dimensions = {4, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // lookup - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({12345, 54321, 67890, 9876, -12345678, -87654321}), - .dimensions = {3, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // weight - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({0.12f, 0.34f, 0.56f}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // type_param - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({2}), - .dimensions = {}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::INT32, - .zeroPoint = 0 - }, { // output - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 0, 0, 0}), - .dimensions = {8}, - .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::LSH_PROJECTION - }}, - .outputIndexes = {4} - }, - .minSupportedVersion = TestHalVersion::V1_2, - .referenced = {} - }; - return model; -} - -const auto dummy_test_model_float16_all_tensors_as_inputs = TestModelManager::get().add("lsh_projection_float16_float16_all_tensors_as_inputs", get_test_model_float16_all_tensors_as_inputs()); - -} // namespace generated_tests::lsh_projection_float16 - -namespace generated_tests::lsh_projection_float16 { - -const TestModel& get_test_model_float16_all_tensors_as_inputs_all_inputs_as_internal() { - static TestModel model = { - .expectFailure = false, - .expectedMultinomialDistributionTolerance = 0, - .isRelaxed = false, - .main = { - .inputIndexes = {1, 5, 8}, - .operands = {{ // hash - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({}), - .dimensions = {4, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // lookup - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({12345, 54321, 67890, 9876, -12345678, -87654321}), - .dimensions = {3, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // weight - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // type_param - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({2}), - .dimensions = {}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::INT32, - .zeroPoint = 0 - }, { // output - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({1, 1, 1, 1, 1, 0, 0, 0}), - .dimensions = {8}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT, - .numberOfConsumers = 0, - .scale = 0.0f, - .type = TestOperandType::TENSOR_INT32, - .zeroPoint = 0 - }, { // hash_new - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f}), - .dimensions = {4, 2}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // dummy4 - .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 - }, { // param4 - .channelQuant = {}, - .data = TestBuffer::createFromVector<int32_t>({0}), - .dimensions = {}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::CONSTANT_COPY, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::INT32, - .zeroPoint = 0 - }, { // weight_new - .channelQuant = {}, - .data = TestBuffer::createFromVector<_Float16>({0.12f, 0.34f, 0.56f}), - .dimensions = {3}, - .isIgnored = false, - .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT, - .numberOfConsumers = 1, - .scale = 0.0f, - .type = TestOperandType::TENSOR_FLOAT16, - .zeroPoint = 0 - }, { // dummy5 - .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 - }, { // param5 - .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 = {0}, - .type = TestOperationType::ADD - }, { - .inputs = {8, 9, 10}, - .outputs = {2}, - .type = TestOperationType::ADD - }, { - .inputs = {0, 1, 2, 3}, - .outputs = {4}, - .type = TestOperationType::LSH_PROJECTION - }}, - .outputIndexes = {4} - }, - .minSupportedVersion = TestHalVersion::V1_2, - .referenced = {} - }; - return model; -} - -const auto dummy_test_model_float16_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("lsh_projection_float16_float16_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_float16_all_tensors_as_inputs_all_inputs_as_internal()); - -} // namespace generated_tests::lsh_projection_float16 - |