From 9dc558f3466353af1f1797fc369270040f39cd47 Mon Sep 17 00:00:00 2001 From: Gian Marco Iodice Date: Tue, 10 Nov 2020 14:29:13 +0000 Subject: Review all shapes in datasets to account for padding removal Part 1 * Add the following configurations for stressing padding removal: * size = 1 * size = multiple of processing size * size = non-multiple of processing size Partially resolves COMPMID-3865 Change-Id: I15361daf3def960c9e3f7d8aaa6682bebd5d7e5f Signed-off-by: Gian Marco Iodice Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/275764 Tested-by: bsgcomp Reviewed-by: Manuel Bottini Comments-Addressed: bsgcomp Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4365 Tested-by: Arm Jenkins Reviewed-by: Michele Di Giorgio Comments-Addressed: Arm Jenkins --- tests/datasets/ShapeDatasets.h | 26 +++++++++++++++++++++--- tests/datasets/SmallGEMMLowpDataset.h | 16 +++++++-------- tests/validation/CL/MaxUnpoolingLayer.cpp | 6 +++--- tests/validation/CL/PoolingLayer.cpp | 31 ++++++++++++++++------------- tests/validation/NEON/MaxUnpoolingLayer.cpp | 4 ++-- tests/validation/NEON/PoolingLayer.cpp | 20 +++++++++---------- 6 files changed, 62 insertions(+), 41 deletions(-) diff --git a/tests/datasets/ShapeDatasets.h b/tests/datasets/ShapeDatasets.h index f3ef2c2985..df82708ad0 100644 --- a/tests/datasets/ShapeDatasets.h +++ b/tests/datasets/ShapeDatasets.h @@ -135,7 +135,7 @@ public: Tiny4DShapes() : ShapeDataset("Shape", { - TensorShape{ 7U, 7U, 5U, 3U }, + TensorShape{ 2U, 7U, 5U, 3U }, TensorShape{ 17U, 13U, 7U, 2U }, }) { @@ -171,6 +171,26 @@ public: { } }; +/** Data set containing small tensor shapes with none of the dimensions equal to 1 (unit). */ +class SmallNoneUnitShapes final : public ShapeDataset +{ +public: + SmallNoneUnitShapes() + : ShapeDataset("Shape", + { + // Batch size 1 + TensorShape{ 13U, 11U }, + TensorShape{ 16U, 16U }, + TensorShape{ 24U, 26U, 5U }, + TensorShape{ 7U, 7U, 17U, 2U }, + // Batch size 4 + TensorShape{ 27U, 13U, 2U, 4U }, + // Arbitrary batch size + TensorShape{ 8U, 7U, 5U, 5U } + }) + { + } +}; /** Data set containing small tensor shapes. */ class SmallShapes final : public ShapeDataset { @@ -179,8 +199,8 @@ public: : ShapeDataset("Shape", { // Batch size 1 - TensorShape{ 11U, 11U }, - TensorShape{ 16U, 16U }, + TensorShape{ 3U, 11U }, + TensorShape{ 1U, 16U }, TensorShape{ 27U, 13U, 7U }, TensorShape{ 7U, 7U, 17U, 2U }, // Batch size 4 diff --git a/tests/datasets/SmallGEMMLowpDataset.h b/tests/datasets/SmallGEMMLowpDataset.h index 1b6c65307b..b8529ac165 100644 --- a/tests/datasets/SmallGEMMLowpDataset.h +++ b/tests/datasets/SmallGEMMLowpDataset.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2017-2020 Arm Limited. + * Copyright (c) 2017-2021 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -58,11 +58,10 @@ public: SmallGEMMLowpOutput3DDataset() { add_config(TensorShape(21U, 14U), TensorShape(34U, 21U), TensorShape(34U, 7U, 2U), 0, 0); - add_config(TensorShape(31U, 1U), TensorShape(23U, 31U), TensorShape(23U, 1U, 1U), -2, 13); - add_config(TensorShape(38U, 12U), TensorShape(21U, 38U), TensorShape(21U, 4U, 3U), 0, 4); - add_config(TensorShape(32U, 1U), TensorShape(17U, 32U), TensorShape(17U, 1U, 1U), -2, 1); - add_config(TensorShape(16U, 16U), TensorShape(8U, 16U), TensorShape(8U, 8U, 2U), 5, 9); - add_config(TensorShape(16U, 16U, 5U), TensorShape(8U, 16U, 5U), TensorShape(8U, 8U, 2U, 5U), -7, 2); + add_config(TensorShape(31U, 1U), TensorShape(3U, 31U), TensorShape(3U, 1U, 1U), -2, 13); + add_config(TensorShape(38U, 12U), TensorShape(1U, 38U), TensorShape(1U, 4U, 3U), 0, 4); + add_config(TensorShape(16U, 16U), TensorShape(11U, 16U), TensorShape(11U, 8U, 2U), 2, -1); + add_config(TensorShape(16U, 16U, 5U), TensorShape(13U, 16U, 5U), TensorShape(13U, 8U, 2U, 5U), -3, 2); } }; class SmallGEMMLowpInputOutput3DDataset final : public GEMMLowpDataset @@ -71,10 +70,9 @@ public: SmallGEMMLowpInputOutput3DDataset() { add_config(TensorShape(21U, 14U, 13U), TensorShape(34U, 21U), TensorShape(34U, 14U, 13U), 0, 0); - add_config(TensorShape(31U, 1U, 3U), TensorShape(23U, 31U), TensorShape(23U, 1U, 3U), 0, 0); + add_config(TensorShape(31U, 1U, 3U), TensorShape(1U, 31U), TensorShape(1U, 1U, 3U), 0, 0); add_config(TensorShape(38U, 12U, 2U), TensorShape(21U, 38U), TensorShape(21U, 12U, 2U), -2, 13); - add_config(TensorShape(32U, 1U, 4U, 3U), TensorShape(17U, 32U), TensorShape(17U, 1U, 4U, 3U), 0, 4); - add_config(TensorShape(16U, 16U, 3U, 2U), TensorShape(8U, 16U), TensorShape(8U, 16U, 3U, 2U), -2, 0); + add_config(TensorShape(16U, 16U, 3U, 2U), TensorShape(15U, 16U), TensorShape(15U, 16U, 3U, 2U), -2, 0); add_config(TensorShape(16U, 16U, 5U, 3U), TensorShape(8U, 16U), TensorShape(8U, 16U, 5U, 3U), -9, 1); } }; diff --git a/tests/validation/CL/MaxUnpoolingLayer.cpp b/tests/validation/CL/MaxUnpoolingLayer.cpp index 6cba8b8bd5..a0b20caeae 100644 --- a/tests/validation/CL/MaxUnpoolingLayer.cpp +++ b/tests/validation/CL/MaxUnpoolingLayer.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2020 Arm Limited. + * Copyright (c) 2020-2021 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -51,7 +51,7 @@ const auto PoolingLayerIndicesDatasetFPSmall = combine(combine(framework::datase TEST_SUITE(Float) TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(MaxUnpooling, CLMaxUnpoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerIndicesDatasetFPSmall, +FIXTURE_DATA_TEST_CASE(MaxUnpooling, CLMaxUnpoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall, framework::dataset::make("DataType", DataType::F32))), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }) @@ -64,7 +64,7 @@ FIXTURE_DATA_TEST_CASE(MaxUnpooling, CLMaxUnpoolingLayerFixture, framewor TEST_SUITE_END() // FP32 TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(MaxUnpooling, CLMaxUnpoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerIndicesDatasetFPSmall, +FIXTURE_DATA_TEST_CASE(MaxUnpooling, CLMaxUnpoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall, framework::dataset::make("DataType", DataType::F16))), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }) diff --git a/tests/validation/CL/PoolingLayer.cpp b/tests/validation/CL/PoolingLayer.cpp index 63dec3910f..f17021671c 100644 --- a/tests/validation/CL/PoolingLayer.cpp +++ b/tests/validation/CL/PoolingLayer.cpp @@ -153,7 +153,7 @@ FIXTURE_DATA_TEST_CASE(RunSpecial, CLSpecialPoolingLayerFixture, framewor // Validate output validate(CLAccessor(_target), _reference, tolerance_f32); } -FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFPSmall, +FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerDatasetFPSmall, framework::dataset::make("DataType", DataType::F32))), pool_data_layout_dataset)) @@ -161,7 +161,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerFixture, framework::Datase // Validate output validate(CLAccessor(_target), _reference, tolerance_f32); } -FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(combine(combine(combine(datasets::PoolingTypes(), framework::dataset::make("PoolingSize", { Size2D(2, 2) })), framework::dataset::make("PadStride", { PadStrideInfo(2, 1, 0, 0) })), @@ -181,9 +181,10 @@ FIXTURE_DATA_TEST_CASE(RunLarge, CLPoolingLayerFixture, framework::Datase validate(CLAccessor(_target), _reference, tolerance_f32); } -FIXTURE_DATA_TEST_CASE(RunSmallIndices, CLPoolingLayerIndicesFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFPIndicesSmall, - framework::dataset::make("DataType", - DataType::F32))), +FIXTURE_DATA_TEST_CASE(RunSmallIndices, CLPoolingLayerIndicesFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), + combine(PoolingLayerDatasetFPIndicesSmall, + framework::dataset::make("DataType", + DataType::F32))), pool_data_layout_dataset)) { // Validate output @@ -232,8 +233,9 @@ TEST_SUITE_END() // GlobalPooling TEST_SUITE_END() // FP32 TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, CLMixedPrecesionPoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFPSmall, - framework::dataset::make("DataType", DataType::F16))), +FIXTURE_DATA_TEST_CASE(RunSmall, CLMixedPrecesionPoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallNoneUnitShapes(), + combine(PoolingLayerDatasetFPSmall, + framework::dataset::make("DataType", DataType::F16))), pool_data_layout_dataset), pool_fp_mixed_precision_dataset)) { @@ -248,9 +250,10 @@ FIXTURE_DATA_TEST_CASE(RunLarge, CLMixedPrecesionPoolingLayerFixture, fram // Validate output validate(CLAccessor(_target), _reference, tolerance_f16); } -FIXTURE_DATA_TEST_CASE(RunSmallIndices, CLPoolingLayerIndicesFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFPIndicesSmall, - framework::dataset::make("DataType", - DataType::F16))), +FIXTURE_DATA_TEST_CASE(RunSmallIndices, CLPoolingLayerIndicesFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), + combine(PoolingLayerDatasetFPIndicesSmall, + framework::dataset::make("DataType", + DataType::F16))), pool_data_layout_dataset)) { // Validate output @@ -307,7 +310,7 @@ template using CLPoolingLayerQuantizedMixedDataLayoutFixture = PoolingLayerValidationQuantizedFixture; TEST_SUITE(QASYMM8) -FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerDatasetQASYMM8Small, framework::dataset::make("DataType", DataType::QASYMM8))), pool_data_layout_dataset), @@ -317,7 +320,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerQuantizedFixture, framew // Validate output validate(CLAccessor(_target), _reference, tolerance_qasymm8); } -FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerQuantizedMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerQuantizedMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallNoneUnitShapes(), 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) })), @@ -333,7 +336,7 @@ FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerQuantizedMixedDataLayou TEST_SUITE_END() // QASYMM8 TEST_SUITE(QASYMM8_SIGNED) -FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerDatasetQASYMM8Small, framework::dataset::make("DataType", DataType::QASYMM8_SIGNED))), pool_data_layout_dataset), @@ -343,7 +346,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, CLPoolingLayerQuantizedFixture, framewo // Validate output validate(CLAccessor(_target), _reference, tolerance_qasymm8_s); } -FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerQuantizedMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, CLPoolingLayerQuantizedMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallNoneUnitShapes(), 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) })), diff --git a/tests/validation/NEON/MaxUnpoolingLayer.cpp b/tests/validation/NEON/MaxUnpoolingLayer.cpp index 27f131fa51..65838f5b30 100644 --- a/tests/validation/NEON/MaxUnpoolingLayer.cpp +++ b/tests/validation/NEON/MaxUnpoolingLayer.cpp @@ -51,7 +51,7 @@ const auto PoolingLayerIndicesDatasetFPSmall = combine(combine(framework::datase TEST_SUITE(Float) TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(MaxUnpooling, NEMaxUnpoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerIndicesDatasetFPSmall, +FIXTURE_DATA_TEST_CASE(MaxUnpooling, NEMaxUnpoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall, framework::dataset::make("DataType", DataType::F32))), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }) @@ -63,7 +63,7 @@ FIXTURE_DATA_TEST_CASE(MaxUnpooling, NEMaxUnpoolingLayerFixture, framewor TEST_SUITE_END() // FP32 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(MaxUnpooling, NEMaxUnpoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerIndicesDatasetFPSmall, +FIXTURE_DATA_TEST_CASE(MaxUnpooling, NEMaxUnpoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall, framework::dataset::make("DataType", DataType::F16))), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }) diff --git a/tests/validation/NEON/PoolingLayer.cpp b/tests/validation/NEON/PoolingLayer.cpp index b70a18907f..a6ba5de11b 100644 --- a/tests/validation/NEON/PoolingLayer.cpp +++ b/tests/validation/NEON/PoolingLayer.cpp @@ -145,7 +145,7 @@ const auto PoolingLayerIndicesDatasetFPSmall = combine(combine(combine(framework TEST_SUITE(Float) TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunIndices, NEPoolingLayerIndicesFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerIndicesDatasetFPSmall, +FIXTURE_DATA_TEST_CASE(RunIndices, NEPoolingLayerIndicesFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall, framework::dataset::make("DataType", DataType::F32))), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) @@ -159,7 +159,7 @@ FIXTURE_DATA_TEST_CASE(RunSpecial, NESpecialPoolingLayerFixture, framewor // Validate output validate(Accessor(_target), _reference, tolerance_f32); } -FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFPSmall, +FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerDatasetFPSmall, framework::dataset::make("DataType", DataType::F32))), pool_data_layout_dataset)) @@ -167,7 +167,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerFixture, framework::Datase // Validate output validate(Accessor(_target), _reference, tolerance_f32); } -FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, NEPoolingLayerMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, NEPoolingLayerMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(combine(combine(combine(datasets::PoolingTypes(), framework::dataset::make("PoolingSize", { Size2D(2, 2) })), framework::dataset::make("PadStride", { PadStrideInfo(2, 1, 0, 0) })), @@ -190,7 +190,7 @@ TEST_SUITE_END() // FP32 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunIndices, NEPoolingLayerIndicesFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerIndicesDatasetFPSmall, +FIXTURE_DATA_TEST_CASE(RunIndices, NEPoolingLayerIndicesFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerIndicesDatasetFPSmall, framework::dataset::make("DataType", DataType::F16))), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }) @@ -201,7 +201,7 @@ FIXTURE_DATA_TEST_CASE(RunIndices, NEPoolingLayerIndicesFixture, framework validate(Accessor(_target), _reference, tolerance_f16); validate(Accessor(_target_indices), _ref_indices); } -FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFPSmall, +FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerDatasetFPSmall, framework::dataset::make("DataType", DataType::F16))), pool_data_layout_dataset)) { @@ -227,7 +227,7 @@ template using NEPoolingLayerQuantizedMixedDataLayoutFixture = PoolingLayerValidationQuantizedFixture; TEST_SUITE(QASYMM8) -FIXTURE_DATA_TEST_CASE(RunSmallNCHW, NEPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunSmallNCHW, NEPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerDatasetQASYMM8Small, framework::dataset::make("DataType", DataType::QASYMM8))), framework::dataset::make("DataLayout", { DataLayout::NCHW })), @@ -237,7 +237,7 @@ FIXTURE_DATA_TEST_CASE(RunSmallNCHW, NEPoolingLayerQuantizedFixture, fr // Validate output validate(Accessor(_target), _reference, tolerance_qasymm8); } -FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerDatasetQASYMM8Small, framework::dataset::make("DataType", DataType::QASYMM8))), framework::dataset::make("DataLayout", { DataLayout::NHWC })), @@ -247,7 +247,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerQuantizedFixture, framew // Validate output validate(Accessor(_target), _reference, tolerance_qasymm8); } -FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, NEPoolingLayerQuantizedMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, NEPoolingLayerQuantizedMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallNoneUnitShapes(), 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) })), @@ -262,7 +262,7 @@ FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, NEPoolingLayerQuantizedMixedDataLayou } TEST_SUITE_END() // QASYMM8 TEST_SUITE(QASYMM8_SIGNED) -FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerQuantizedFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallNoneUnitShapes(), combine(PoolingLayerDatasetQASYMM8Small, framework::dataset::make("DataType", DataType::QASYMM8_SIGNED))), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), @@ -272,7 +272,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerQuantizedFixture, framewo // Validate output validate(Accessor(_target), _reference, tolerance_qasymm8_s); } -FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, NEPoolingLayerQuantizedMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunMixedDataLayout, NEPoolingLayerQuantizedMixedDataLayoutFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallNoneUnitShapes(), 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) })), -- cgit v1.2.1