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| author | Giorgio Arena <giorgio.arena@arm.com> | 2018-06-20 11:46:42 +0100 |
|---|---|---|
| committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:53:57 +0000 |
| commit | d051e97e36b9981f411093904cc019c2c7f9ac75 (patch) | |
| tree | 5ed3b8cb513928aac450f5ff9440e5a3fa017217 /tests | |
| parent | f1c2bf0971dd1c996da149faf3dd669d566074c7 (diff) | |
| download | ComputeLibrary-d051e97e36b9981f411093904cc019c2c7f9ac75.tar.gz | |
COMPMID-811 Add NHWC data format support for CL depthwise convolution
Change-Id: I574f7945f0be009c638d860028bce8b52b4120fd
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136484
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Diffstat (limited to 'tests')
| -rw-r--r-- | tests/datasets/DepthwiseConvolutionLayerDataset.h | 10 | ||||
| -rw-r--r-- | tests/validation/CL/DepthwiseConvolutionLayer.cpp | 33 |
2 files changed, 37 insertions, 6 deletions
diff --git a/tests/datasets/DepthwiseConvolutionLayerDataset.h b/tests/datasets/DepthwiseConvolutionLayerDataset.h index 4b6d85b82d..889473ecbc 100644 --- a/tests/datasets/DepthwiseConvolutionLayerDataset.h +++ b/tests/datasets/DepthwiseConvolutionLayerDataset.h @@ -153,8 +153,18 @@ public: { add_config(TensorShape(3U, 3U, 2U), Size2D(3U, 3U), PadStrideInfo(1, 1, 0, 0)); add_config(TensorShape(7U, 7U, 3U, 2U), Size2D(3U, 3U), PadStrideInfo(1, 1, 0, 0)); + add_config(TensorShape(21U, 31U, 9U, 4U), Size2D(3U, 3U), PadStrideInfo(1, 1, 1, 0)); + add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 1, 0, 1)); + add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 1, 1, 1)); add_config(TensorShape(21U, 31U, 9U, 4U), Size2D(3U, 3U), PadStrideInfo(1, 2, 1, 0)); add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 2, 0, 1)); + add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(1, 2, 1, 1)); + add_config(TensorShape(21U, 31U, 9U, 4U), Size2D(3U, 3U), PadStrideInfo(2, 1, 1, 0)); + add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(2, 1, 0, 1)); + add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(2, 1, 1, 1)); + add_config(TensorShape(21U, 31U, 9U, 4U), Size2D(3U, 3U), PadStrideInfo(2, 2, 1, 0)); + add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(2, 2, 0, 1)); + add_config(TensorShape(33U, 27U, 11U, 3U), Size2D(3U, 3U), PadStrideInfo(2, 2, 1, 1)); // Asymmetric padding add_config(TensorShape(33U, 27U, 11U), Size2D(3U, 3U), PadStrideInfo(2, 2, 0, 1, 0, 1, DimensionRoundingType::FLOOR)); } diff --git a/tests/validation/CL/DepthwiseConvolutionLayer.cpp b/tests/validation/CL/DepthwiseConvolutionLayer.cpp index 093d342ce1..5b18f5953b 100644 --- a/tests/validation/CL/DepthwiseConvolutionLayer.cpp +++ b/tests/validation/CL/DepthwiseConvolutionLayer.cpp @@ -251,7 +251,7 @@ TEST_SUITE(Generic) FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthwiseConvolutionLayerFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallDepthwiseConvolutionLayerDataset(), depth_multipliers), framework::dataset::make("DataType", DataType::F16)), - framework::dataset::make("DataLayout", DataLayout::NCHW))) + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { validate(CLAccessor(_target), _reference, tolerance_f16, tolerance_num); } @@ -259,7 +259,7 @@ FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthwiseConvolutionLayerFixture<half>, frame depth_multipliers), framework::dataset::make("DataType", DataType::F16)), - framework::dataset::make("DataLayout", DataLayout::NCHW))) + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { validate(CLAccessor(_target), _reference, tolerance_f16, tolerance_num); } @@ -268,6 +268,7 @@ TEST_SUITE_END() TEST_SUITE(FP32) TEST_SUITE(W3x3) +TEST_SUITE(NCHW) FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthwiseConvolutionLayerFixture3x3<float>, framework::DatasetMode::ALL, combine(combine(combine(framework::dataset::concat(datasets::SmallDepthwiseConvolutionLayerDataset3x3(), datasets::SmallDepthwiseConvolutionLayerDataset3x3NCHW()), @@ -287,12 +288,32 @@ FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthwiseConvolutionLayerFixture3x3<float>, f validate(CLAccessor(_target), _reference, tolerance_f32); } TEST_SUITE_END() +TEST_SUITE(NHWC) +FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthwiseConvolutionLayerFixture3x3<float>, framework::DatasetMode::ALL, + combine(combine(combine(datasets::SmallDepthwiseConvolutionLayerDataset3x3(), + framework::dataset::make("DepthMultiplier", 1)), // COMPMID-1071 Add depth multiplier support for NHWC + framework::dataset::make("DataType", + DataType::F32)), + framework::dataset::make("DataLayout", DataLayout::NHWC))) +{ + validate(CLAccessor(_target), _reference, tolerance_f32); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthwiseConvolutionLayerFixture3x3<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeDepthwiseConvolutionLayerDataset3x3(), + framework::dataset::make("DepthMultiplier", 1)), // COMPMID-1071 Add depth multiplier support for NHWC + framework::dataset::make("DataType", + DataType::F32)), + framework::dataset::make("DataLayout", DataLayout::NHWC))) +{ + validate(CLAccessor(_target), _reference, tolerance_f32); +} +TEST_SUITE_END() +TEST_SUITE_END() TEST_SUITE(Generic) FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthwiseConvolutionLayerFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallDepthwiseConvolutionLayerDataset(), depth_multipliers), framework::dataset::make("DataType", DataType::F32)), - framework::dataset::make("DataLayout", DataLayout::NCHW))) + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { validate(CLAccessor(_target), _reference, tolerance_f32); } @@ -300,7 +321,7 @@ FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthwiseConvolutionLayerFixture<float>, fram depth_multipliers), framework::dataset::make("DataType", DataType::F32)), - framework::dataset::make("DataLayout", DataLayout::NCHW))) + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { validate(CLAccessor(_target), _reference, tolerance_f32); } @@ -321,7 +342,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, CLDepthwiseConvolutionLayerQuantizedFixture<uin depth_multipliers), framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })), - framework::dataset::make("DataLayout", DataLayout::NCHW))) + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { validate(CLAccessor(_target), _reference, tolerance_qasymm8); } @@ -330,7 +351,7 @@ FIXTURE_DATA_TEST_CASE(RunLarge, CLDepthwiseConvolutionLayerQuantizedFixture<uin depth_multipliers), framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })), - framework::dataset::make("DataLayout", DataLayout::NCHW))) + framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) { validate(CLAccessor(_target), _reference, tolerance_qasymm8); } |