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authorMichele Di Giorgio <michele.digiorgio@arm.com>2021-07-26 13:18:50 +0100
committerGeorgios Pinitas <georgios.pinitas@arm.com>2021-09-07 13:44:08 +0000
commitaed63ee175e0d64c934389e9d1b2edd0cb1a5cdd (patch)
tree8f025f849e863b9cdec1d6b889bc463e6c4f78d1 /tests/validation/NEON/FullyConnectedLayer.cpp
parent58d3c5a7df769def499806e4d26cea518add161a (diff)
downloadComputeLibrary-aed63ee175e0d64c934389e9d1b2edd0cb1a5cdd.tar.gz
Add support for non-constant weights and biases in CpuFullyConnected
Changing the approach for specifying that weights and biases tensors are non-constant by making it a member of TensorInfo rather than an option of the functions. Resolves: COMPMID-4222 Change-Id: I96e6f3868f51785c9700a3ef6a1fe7b05747862c Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6162 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'tests/validation/NEON/FullyConnectedLayer.cpp')
-rw-r--r--tests/validation/NEON/FullyConnectedLayer.cpp15
1 files changed, 15 insertions, 0 deletions
diff --git a/tests/validation/NEON/FullyConnectedLayer.cpp b/tests/validation/NEON/FullyConnectedLayer.cpp
index 413250f755..5639fb47da 100644
--- a/tests/validation/NEON/FullyConnectedLayer.cpp
+++ b/tests/validation/NEON/FullyConnectedLayer.cpp
@@ -290,6 +290,10 @@ template <typename T>
using NEFullyConnectedLayerFixture = FullyConnectedLayerValidationFixture<Tensor, Accessor, NEFullyConnectedLayer, T>;
template <typename T>
using NEFullyConnectedLayerMixedDataLayoutFixture = FullyConnectedLayerValidationFixture<Tensor, Accessor, NEFullyConnectedLayer, T, true>;
+template <typename T>
+using NEFullyConnectedLayerDynamicWeightsFixture = FullyConnectedWithDynamicWeightsFixture<Tensor, Accessor, NEFullyConnectedLayer, T>;
+template <typename T>
+using NEFullyConnectedLayerDynamicBiasFixture = FullyConnectedWithDynamicBiasFixture<Tensor, Accessor, NEFullyConnectedLayer, T>;
TEST_SUITE(Float)
#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
@@ -358,6 +362,11 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEFullyConnectedLayerFixture<float>, framework:
// Validate output
validate(Accessor(_target), _reference, rel_tolerance_f32, 0, abs_tolerance_f32);
}
+FIXTURE_DATA_TEST_CASE(RunDynamicWeights, NEFullyConnectedLayerDynamicWeightsFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallFullyConnectedLayerDataset(),
+ framework::dataset::make("DataType", DataType::F32)),
+ framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))))
+{
+}
TEST_SUITE_END()
TEST_SUITE_END()
@@ -413,6 +422,12 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEFullyConnectedLayerQuantizedFixture<uint8_t>,
// Validate output
validate(Accessor(_target), _reference, tolerance_qasymm8);
}
+
+FIXTURE_DATA_TEST_CASE(RunDynamicBias, NEFullyConnectedLayerDynamicBiasFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallFullyConnectedLayerDataset(),
+ framework::dataset::make("DataType", DataType::QASYMM8)),
+ framework::dataset::make("ActivationInfo", ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU))))
+{
+}
TEST_SUITE_END()
TEST_SUITE(QASYMM8_SIGNED)
FIXTURE_DATA_TEST_CASE(RunSmall, NEFullyConnectedLayerQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(