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| author | Georgios Pinitas <georgios.pinitas@arm.com> | 2017-06-28 18:29:47 +0100 |
|---|---|---|
| committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-09-17 14:15:39 +0100 |
| commit | 9247c92bd8c53be4d0c4ae931f51ca8f88e4150b (patch) | |
| tree | 3d457a263c0aa6ddcf3d05a4a2323640c486aa36 /tests/validation/NEON/SoftmaxLayer.cpp | |
| parent | 097967568f9363d06df3ac21403edcab57de39d7 (diff) | |
| download | ComputeLibrary-9247c92bd8c53be4d0c4ae931f51ca8f88e4150b.tar.gz | |
COMPMID-428: Port NESoftmaxLayer to 16-bit fixed point.
Change-Id: I65122950bab9124b9758c27096c0f458b77aeabb
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79365
Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Steven Niu <steven.niu@arm.com>
Diffstat (limited to 'tests/validation/NEON/SoftmaxLayer.cpp')
| -rw-r--r-- | tests/validation/NEON/SoftmaxLayer.cpp | 49 |
1 files changed, 41 insertions, 8 deletions
diff --git a/tests/validation/NEON/SoftmaxLayer.cpp b/tests/validation/NEON/SoftmaxLayer.cpp index 549463962a..9ac81af278 100644 --- a/tests/validation/NEON/SoftmaxLayer.cpp +++ b/tests/validation/NEON/SoftmaxLayer.cpp @@ -161,36 +161,69 @@ BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * CNNFloatDataTypes(), shape, dt) BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(Quantized) +BOOST_AUTO_TEST_SUITE(QS8) // Testing for fixed point position [1,6) as reciprocal limits the maximum fixed point position to 5 BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * CNNFixedPointDataTypes() * boost::unit_test::data::xrange(1, 6), - shape, dt, fixed_point_position) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::xrange(1, 6), + shape, fixed_point_position) { // Compute function - Tensor dst = compute_softmax_layer(shape, dt, fixed_point_position); + Tensor dst = compute_softmax_layer(shape, DataType::QS8, fixed_point_position); // Compute reference - RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, dt, fixed_point_position); + RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, DataType::QS8, fixed_point_position); // Validate output validate(NEAccessor(dst), ref_dst, tolerance_fixed_point); } BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * CNNFixedPointDataTypes() * boost::unit_test::data::xrange(1, 6), - shape, dt, fixed_point_position) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::xrange(1, 6), + shape, fixed_point_position) { // Compute function - Tensor dst = compute_softmax_layer(shape, dt, fixed_point_position); + Tensor dst = compute_softmax_layer(shape, DataType::QS8, fixed_point_position); // Compute reference - RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, dt, fixed_point_position); + RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, DataType::QS8, fixed_point_position); // Validate output validate(NEAccessor(dst), ref_dst, tolerance_fixed_point); } BOOST_AUTO_TEST_SUITE_END() +BOOST_AUTO_TEST_SUITE(QS16) +// Testing for fixed point position [1,14) as reciprocal limits the maximum fixed point position to 14 +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::xrange(1, 14), + shape, fixed_point_position) +{ + // Compute function + Tensor dst = compute_softmax_layer(shape, DataType::QS16, fixed_point_position); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, DataType::QS16, fixed_point_position); + + // Validate output + validate(NEAccessor(dst), ref_dst, tolerance_fixed_point); +} + +BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) +BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::xrange(1, 14), + shape, fixed_point_position) +{ + // Compute function + Tensor dst = compute_softmax_layer(shape, DataType::QS16, fixed_point_position); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_softmax_layer(shape, DataType::QS16, fixed_point_position); + + // Validate output + validate(NEAccessor(dst), ref_dst, tolerance_fixed_point); +} +BOOST_AUTO_TEST_SUITE_END() +BOOST_AUTO_TEST_SUITE_END() + BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE_END() #endif /* DOXYGEN_SKIP_THIS */ |