diff options
Diffstat (limited to 'tests/validation/NEON/PoolingLayer.cpp')
| -rw-r--r-- | tests/validation/NEON/PoolingLayer.cpp | 42 |
1 files changed, 42 insertions, 0 deletions
diff --git a/tests/validation/NEON/PoolingLayer.cpp b/tests/validation/NEON/PoolingLayer.cpp index 78c326975c..79a732a59a 100644 --- a/tests/validation/NEON/PoolingLayer.cpp +++ b/tests/validation/NEON/PoolingLayer.cpp @@ -66,6 +66,48 @@ TEST_SUITE(PoolingLayer) //TODO(COMPMID-415): Configuration tests? +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( + framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32, 0), // Mismatching data type + TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32, 0), // Window shrink + TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QS8, 4), // Mismatching fixed point position + TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QS16, 11), // Window shrink + TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32, 0), // Invalid pad/size combination + TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32, 0), // Invalid pad/size combination + TensorInfo(TensorShape(15U, 13U, 5U), 1, DataType::F32, 0), // Non-rectangular Global Pooling + TensorInfo(TensorShape(13U, 13U, 5U), 1, DataType::F32, 0), // Invalid output Global Pooling + TensorInfo(TensorShape(13U, 13U, 5U), 1, DataType::F32, 0), + }), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(25U, 11U, 2U), 1, DataType::F16, 0), + TensorInfo(TensorShape(25U, 10U, 2U), 1, DataType::F32, 0), + TensorInfo(TensorShape(25U, 11U, 2U), 1, DataType::QS8, 5), + TensorInfo(TensorShape(25U, 11U, 2U), 1, DataType::QS16, 11), + TensorInfo(TensorShape(30U, 11U, 2U), 1, DataType::F32, 0), + TensorInfo(TensorShape(25U, 16U, 2U), 1, DataType::F32, 0), + TensorInfo(TensorShape(1U, 1U, 5U), 1, DataType::F32, 0), + TensorInfo(TensorShape(2U, 2U, 5U), 1, DataType::F32, 0), + TensorInfo(TensorShape(25U, 11U, 2U), 1, DataType::F32, 0), + })), + framework::dataset::make("PoolInfo", { PoolingLayerInfo(PoolingType::AVG, 3, PadStrideInfo(1, 1, 0, 0)), + PoolingLayerInfo(PoolingType::AVG, 3, PadStrideInfo(1, 1, 0, 0)), + PoolingLayerInfo(PoolingType::AVG, 3, PadStrideInfo(1, 1, 0, 0)), + PoolingLayerInfo(PoolingType::AVG, 3, PadStrideInfo(1, 1, 0, 0)), + PoolingLayerInfo(PoolingType::AVG, 2, PadStrideInfo(1, 1, 2, 0)), + PoolingLayerInfo(PoolingType::AVG, 2, PadStrideInfo(1, 1, 0, 2)), + PoolingLayerInfo(PoolingType::AVG), + PoolingLayerInfo(PoolingType::MAX), + PoolingLayerInfo(PoolingType::AVG), + })), + framework::dataset::make("Expected", { false, false, false, false, false, false, false, false, false, true })), + input_info, output_info, pool_info, expected) +{ + bool is_valid = bool(NEPoolingLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), pool_info)); + ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + template <typename T> using NEPoolingLayerFixture = PoolingLayerValidationFixture<Tensor, Accessor, NEPoolingLayer, T>; |