aboutsummaryrefslogtreecommitdiff
path: root/tests/validation/CL/PoolingLayer.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'tests/validation/CL/PoolingLayer.cpp')
-rw-r--r--tests/validation/CL/PoolingLayer.cpp121
1 files changed, 99 insertions, 22 deletions
diff --git a/tests/validation/CL/PoolingLayer.cpp b/tests/validation/CL/PoolingLayer.cpp
index f42c187f8f..0153e659ae 100644
--- a/tests/validation/CL/PoolingLayer.cpp
+++ b/tests/validation/CL/PoolingLayer.cpp
@@ -159,12 +159,12 @@ FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixture<float>, framework::Datase
validate(CLAccessor(_target), _reference, tolerance_f32);
}
FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerMixedDataLayoutFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(),
- combine(combine(combine(combine(datasets::PoolingTypes(),
- framework::dataset::make("PoolingSize", { Size2D(2, 2) })),
- framework::dataset::make("PadStride", { PadStrideInfo(2, 1, 0, 0) })),
- framework::dataset::make("ExcludePadding", { false })),
- framework::dataset::make("DataType", DataType::F32))),
- pool_data_layout_dataset))
+ combine(combine(combine(combine(datasets::PoolingTypes(),
+ framework::dataset::make("PoolingSize", { Size2D(2, 2) })),
+ framework::dataset::make("PadStride", { PadStrideInfo(2, 1, 0, 0) })),
+ framework::dataset::make("ExcludePadding", { false })),
+ framework::dataset::make("DataType", DataType::F32))),
+ pool_data_layout_dataset))
{
// Validate output
validate(CLAccessor(_target), _reference, tolerance_f32);
@@ -188,6 +188,44 @@ FIXTURE_DATA_TEST_CASE(RunSmallIndices, CLPoolingLayerIndicesFixture<float>, fra
validate(CLAccessor(_target_indices), _ref_indices);
}
+TEST_SUITE(GlobalPooling)
+// *INDENT-OFF*
+// clang-format off
+FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixture<float>, framework::DatasetMode::ALL,
+ combine(combine(combine(combine(combine(combine(
+ framework::dataset::make("InputShape", { TensorShape(27U, 13U, 2U),
+ TensorShape(27U, 13U, 2U, 4U)
+ }),
+ framework::dataset::make("PoolingType", { PoolingType::AVG, PoolingType::L2, PoolingType::MAX })),
+ framework::dataset::make("PoolingSize", { Size2D(27, 13) })),
+ framework::dataset::make("PadStride", PadStrideInfo(1, 1, 0, 0))),
+ framework::dataset::make("ExcludePadding", false)),
+ framework::dataset::make("DataType", DataType::F32)),
+ framework::dataset::make("DataLayout", DataLayout::NHWC)))
+{
+ // Validate output
+ validate(CLAccessor(_target), _reference, tolerance_f32);
+}
+
+FIXTURE_DATA_TEST_CASE(RunLarge, CLPoolingLayerFixture<float>, framework::DatasetMode::NIGHTLY,
+ combine(combine(combine(combine(combine(combine(
+ framework::dataset::make("InputShape", { TensorShape(79U, 37U, 11U),
+ TensorShape(79U, 37U, 11U, 4U)
+ }),
+ framework::dataset::make("PoolingType", { PoolingType::AVG, PoolingType::L2, PoolingType::MAX })),
+ framework::dataset::make("PoolingSize", { Size2D(79, 37) })),
+ framework::dataset::make("PadStride", PadStrideInfo(1, 1, 0, 0))),
+ framework::dataset::make("ExcludePadding", false)),
+ framework::dataset::make("DataType", DataType::F32)),
+ framework::dataset::make("DataLayout", DataLayout::NHWC)))
+{
+ // Validate output
+ validate(CLAccessor(_target), _reference, tolerance_f32);
+}
+// clang-format on
+// *INDENT-ON*
+TEST_SUITE_END() // GlobalPooling
+
TEST_SUITE_END() // FP32
TEST_SUITE(FP16)
@@ -216,6 +254,45 @@ FIXTURE_DATA_TEST_CASE(RunSmallIndices, CLPoolingLayerIndicesFixture<half>, fram
validate(CLAccessor(_target), _reference, tolerance_f32);
validate(CLAccessor(_target_indices), _ref_indices);
}
+
+TEST_SUITE(GlobalPooling)
+// *INDENT-OFF*
+// clang-format off
+FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixture<half>, framework::DatasetMode::ALL,
+ combine(combine(combine(combine(combine(combine(
+ framework::dataset::make("InputShape", { TensorShape(27U, 13U, 2U),
+ TensorShape(27U, 13U, 2U, 4U)
+ }),
+ framework::dataset::make("PoolingType", { PoolingType::AVG, PoolingType::L2, PoolingType::MAX })),
+ framework::dataset::make("PoolingSize", { Size2D(27, 13) })),
+ framework::dataset::make("PadStride", PadStrideInfo(1, 1, 0, 0))),
+ framework::dataset::make("ExcludePadding", false)),
+ framework::dataset::make("DataType", DataType::F16)),
+ framework::dataset::make("DataLayout", DataLayout::NHWC)))
+{
+ // Validate output
+ validate(CLAccessor(_target), _reference, tolerance_f16);
+}
+
+FIXTURE_DATA_TEST_CASE(RunLarge, CLPoolingLayerFixture<half>, framework::DatasetMode::NIGHTLY,
+ combine(combine(combine(combine(combine(combine(
+ framework::dataset::make("InputShape", { TensorShape(79U, 37U, 11U),
+ TensorShape(79U, 37U, 11U, 4U)
+ }),
+ framework::dataset::make("PoolingType", { PoolingType::AVG, PoolingType::L2, PoolingType::MAX })),
+ framework::dataset::make("PoolingSize", { Size2D(79, 37) })),
+ framework::dataset::make("PadStride", PadStrideInfo(1, 1, 0, 0))),
+ framework::dataset::make("ExcludePadding", false)),
+ framework::dataset::make("DataType", DataType::F16)),
+ framework::dataset::make("DataLayout", DataLayout::NHWC)))
+{
+ // Validate output
+ validate(CLAccessor(_target), _reference, tolerance_f16);
+}
+// clang-format on
+// *INDENT-ON*
+TEST_SUITE_END() // GlobalPooling
+
TEST_SUITE_END() // FP16
TEST_SUITE_END() // Float
@@ -238,14 +315,14 @@ FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerQuantizedFixture<uint8_t>, framew
validate(CLAccessor(_target), _reference, tolerance_qasymm8);
}
FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerQuantizedMixedDataLayoutFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
- combine(combine(combine(combine(framework::dataset::make("PoolingType", { PoolingType::MAX, PoolingType::AVG }),
- framework::dataset::make("PoolingSize", { Size2D(2, 2) })),
- framework::dataset::make("PadStride", { PadStrideInfo(1, 2, 1, 1) })),
- framework::dataset::make("ExcludePadding", { true })),
- framework::dataset::make("DataType", DataType::QASYMM8))),
- framework::dataset::make("DataLayout", { DataLayout::NHWC, DataLayout::NCHW })),
- framework::dataset::make("InputQuantInfo", { QuantizationInfo(1.f / 255.f, 10) })),
- framework::dataset::make("OutputQuantInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+ combine(combine(combine(combine(framework::dataset::make("PoolingType", { PoolingType::MAX, PoolingType::AVG }),
+ framework::dataset::make("PoolingSize", { Size2D(2, 2) })),
+ framework::dataset::make("PadStride", { PadStrideInfo(1, 2, 1, 1) })),
+ framework::dataset::make("ExcludePadding", { true })),
+ framework::dataset::make("DataType", DataType::QASYMM8))),
+ framework::dataset::make("DataLayout", { DataLayout::NHWC, DataLayout::NCHW })),
+ framework::dataset::make("InputQuantInfo", { QuantizationInfo(1.f / 255.f, 10) })),
+ framework::dataset::make("OutputQuantInfo", { QuantizationInfo(1.f / 255.f, 5) })))
{
// Validate output
validate(CLAccessor(_target), _reference, tolerance_qasymm8);
@@ -264,14 +341,14 @@ FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerQuantizedFixture<int8_t>, framewo
validate(CLAccessor(_target), _reference, tolerance_qasymm8_s);
}
FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerQuantizedMixedDataLayoutFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
- combine(combine(combine(combine(framework::dataset::make("PoolingType", { PoolingType::MAX, PoolingType::AVG }),
- framework::dataset::make("PoolingSize", { Size2D(2, 2) })),
- framework::dataset::make("PadStride", { PadStrideInfo(1, 2, 1, 1) })),
- framework::dataset::make("ExcludePadding", { true })),
- framework::dataset::make("DataType", DataType::QASYMM8_SIGNED))),
- framework::dataset::make("DataLayout", { DataLayout::NHWC, DataLayout::NCHW })),
- framework::dataset::make("InputQuantInfo", { QuantizationInfo(1.f / 127.f, -10) })),
- framework::dataset::make("OutputQuantInfo", { QuantizationInfo(1.f / 127.f, -10) })))
+ combine(combine(combine(combine(framework::dataset::make("PoolingType", { PoolingType::MAX, PoolingType::AVG }),
+ framework::dataset::make("PoolingSize", { Size2D(2, 2) })),
+ framework::dataset::make("PadStride", { PadStrideInfo(1, 2, 1, 1) })),
+ framework::dataset::make("ExcludePadding", { true })),
+ framework::dataset::make("DataType", DataType::QASYMM8_SIGNED))),
+ framework::dataset::make("DataLayout", { DataLayout::NHWC, DataLayout::NCHW })),
+ framework::dataset::make("InputQuantInfo", { QuantizationInfo(1.f / 127.f, -10) })),
+ framework::dataset::make("OutputQuantInfo", { QuantizationInfo(1.f / 127.f, -10) })))
{
// Validate output
validate(CLAccessor(_target), _reference, tolerance_qasymm8_s);
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-17 23:34:37 +0000