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| author | Sang-Hoon Park <sang-hoon.park@arm.com> | 2019-09-18 13:39:00 +0100 |
|---|---|---|
| committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2019-10-01 12:02:45 +0000 |
| commit | 2aa7fd011a4baff52dceb00a71b3674f819df8fc (patch) | |
| tree | 081a8b0a75ff130d2c6179acf1fe1f1b58943412 /tests/validation/CL | |
| parent | 5c4a8e96460eb83a6caef1c69ea5cbb4893858d7 (diff) | |
| download | ComputeLibrary-2aa7fd011a4baff52dceb00a71b3674f819df8fc.tar.gz | |
COMPMID-2601 [CL] add mixed precision support to PoolingLayer
* PoolingLayerInfo is updated with a new flag.
* CL Kernel is updated to use FP32 accumulation.
* CL pooling layer testscases are added for mixed precision.
* Reference pooling layer is updated to use FP32 accumulation.
Change-Id: I4ab2167cc7f86c86293cf50a0ca5119c04dc9c7e
Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1973
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: VidhyaSudhan Loganathan <vidhyasudhan.loganathan@arm.com>
Diffstat (limited to 'tests/validation/CL')
| -rw-r--r-- | tests/validation/CL/PoolingLayer.cpp | 19 |
1 files changed, 13 insertions, 6 deletions
diff --git a/tests/validation/CL/PoolingLayer.cpp b/tests/validation/CL/PoolingLayer.cpp index 7d79f3f86c..ff7c24f024 100644 --- a/tests/validation/CL/PoolingLayer.cpp +++ b/tests/validation/CL/PoolingLayer.cpp @@ -76,6 +76,8 @@ constexpr AbsoluteTolerance<float> tolerance_f16(0.01f); /**< Tolerance value constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(1); /**< Tolerance value for comparing reference's output against implementation's output for 8-bit asymmetric type */ const auto pool_data_layout_dataset = framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }); +const auto pool_fp_mixed_precision_dataset = framework::dataset::make("FpMixedPrecision", { true, false }); + } // namespace TEST_SUITE(CL) @@ -125,6 +127,9 @@ using CLPoolingLayerFixture = PoolingLayerValidationFixture<CLTensor, CLAccessor template <typename T> using CLSpecialPoolingLayerFixture = SpecialPoolingLayerValidationFixture<CLTensor, CLAccessor, CLPoolingLayer, T>; +template <typename T> +using CLMixedPrecesionPoolingLayerFixture = PoolingLayerValidationMixedPrecisionFixture<CLTensor, CLAccessor, CLPoolingLayer, T>; + TEST_SUITE(Float) TEST_SUITE(FP32) FIXTURE_DATA_TEST_CASE(RunSpecial, CLSpecialPoolingLayerFixture<float>, framework::DatasetMode::ALL, datasets::PoolingLayerDatasetSpecial() * framework::dataset::make("DataType", DataType::F32)) @@ -151,16 +156,18 @@ FIXTURE_DATA_TEST_CASE(RunLarge, CLPoolingLayerFixture<float>, framework::Datase TEST_SUITE_END() // FP32 TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFPSmall, - framework::dataset::make("DataType", DataType::F16))), - pool_data_layout_dataset)) +FIXTURE_DATA_TEST_CASE(RunSmall, CLMixedPrecesionPoolingLayerFixture<half>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFPSmall, + framework::dataset::make("DataType", DataType::F16))), + pool_data_layout_dataset), + pool_fp_mixed_precision_dataset)) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f16); } -FIXTURE_DATA_TEST_CASE(RunLarge, CLPoolingLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), combine(PoolingLayerDatasetFP, - framework::dataset::make("DataType", DataType::F16))), - pool_data_layout_dataset)) +FIXTURE_DATA_TEST_CASE(RunLarge, CLMixedPrecesionPoolingLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), combine(PoolingLayerDatasetFP, + framework::dataset::make("DataType", DataType::F16))), + pool_data_layout_dataset), + pool_fp_mixed_precision_dataset)) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f16); |