COMPMID-970 : Remove QS8 / QS16 support

Remove QS8 and QS16 validation and benchmark tests

Change-Id: I566f1474c1fafcb3903115ec2d3a003d73e4c93b
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133762
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>

1 files changed, 3 insertions, 57 deletions

diff --git a/tests/validation/NEON/FullyConnectedLayer.cpp b/tests/validation/NEON/FullyConnectedLayer.cpp
index ed0edcd3be..3adcf61dc9 100644
--- a/tests/validation/NEON/FullyConnectedLayer.cpp
+++ b/tests/validation/NEON/FullyConnectedLayer.cpp
@@ -47,8 +47,6 @@ constexpr RelativeTolerance<float> tolerance_f32(0.01f);
 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
 constexpr RelativeTolerance<float> tolerance_f16(0.01f);
 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC*/
-/** Tolerance for fixed point operations */
-constexpr AbsoluteTolerance<float> tolerance_fixed_point(1.f);
 
 /** CNN data types */
 const auto CNNDataTypes = framework::dataset::make("DataType",
@@ -57,8 +55,6 @@ const auto CNNDataTypes = framework::dataset::make("DataType",
     DataType::F16,
 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
     DataType::F32,
-    DataType::QS8,
-    DataType::QS16,
 });
 
 const auto FullyConnectedParameters = combine(framework::dataset::make("TransposeWeights", { false, true }), framework::dataset::make("ReshapeWeights", { false, true }));
@@ -119,7 +115,6 @@ DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(frame
 // clang-format off
 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip(
     framework::dataset::make("InputInfo", { TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::F32),    // Mismatching data types
-                                            TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::QS8, 2), // Mismatching fixed point position
                                             TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32),
                                             TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32),
                                             TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::F32),    // Invalid weights dimensions
@@ -127,7 +122,6 @@ DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip(
                                             TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32),
                                           }),
     framework::dataset::make("WeightsInfo",{ TensorInfo(TensorShape(315U, 271U), 1, DataType::F16),
-                                             TensorInfo(TensorShape(315U, 271U), 1, DataType::QS8, 3),
                                              TensorInfo(TensorShape(192U, 192U), 1, DataType::F32),
                                              TensorInfo(TensorShape(192U, 192U), 1, DataType::F32),
                                              TensorInfo(TensorShape(217U, 315U), 1, DataType::F32),
@@ -135,7 +129,6 @@ DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip(
                                              TensorInfo(TensorShape(192U, 192U), 1, DataType::F32),
                                           })),
     framework::dataset::make("BiasInfo",{ TensorInfo(TensorShape(271U), 1, DataType::F32),
-                                          TensorInfo(TensorShape(271U), 1, DataType::QS8, 2),
                                           TensorInfo(TensorShape(192U), 1, DataType::F32),
                                           TensorInfo(TensorShape(192U), 1, DataType::F32),
                                           TensorInfo(TensorShape(271U), 1, DataType::F32),
@@ -143,16 +136,15 @@ DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip(
                                           TensorInfo(TensorShape(192U), 1, DataType::F32),
                                           })),
     framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(271U, 3U), 1, DataType::F32),
-                                            TensorInfo(TensorShape(271U, 3U), 1, DataType::QS8, 3),
                                             TensorInfo(TensorShape(192U, 4U), 1, DataType::F32),
                                             TensorInfo(TensorShape(192U, 4U), 1, DataType::F32),
                                             TensorInfo(TensorShape(271U, 3U), 1, DataType::F32),
                                             TensorInfo(TensorShape(271U, 3U), 1, DataType::F32),
                                             TensorInfo(TensorShape(192U, 4U), 1, DataType::F32),
                                            })),
-    framework::dataset::make("TransposeWeights",{ true, true, true, false, true, true, true })),
-    framework::dataset::make("ReshapedWeights",{ false, false, false, false, false, false , false})),
-    framework::dataset::make("Expected", { false, false, true, true, false, false, true })),
+    framework::dataset::make("TransposeWeights",{ true, true, false, true, true, true })),
+    framework::dataset::make("ReshapedWeights",{ false, false, false, false, false , false})),
+    framework::dataset::make("Expected", { false, true, true, false, false, true })),
     input_info, weights_info, bias_info, output_info, transpose_weights, reshaped_weights, expected)
 {
     Status status = NEFullyConnectedLayer::validate(&input_info.clone()->set_is_resizable(false), &weights_info.clone()->set_is_resizable(false), &bias_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), transpose_weights, reshaped_weights);
@@ -203,52 +195,6 @@ TEST_SUITE_END()
 template <typename T>
 using NEFullyConnectedLayerFixedPointFixture = FullyConnectedLayerValidationFixedPointFixture<Tensor, Accessor, NEFullyConnectedLayer, T, true>;
 
-TEST_SUITE(FixedPoint)
-TEST_SUITE(QS8)
-// Testing for fixed point position [1,6) as reciprocal limits the maximum fixed point position to 5
-FIXTURE_DATA_TEST_CASE(RunTiny, NEFullyConnectedLayerFixedPointFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::TinyFullyConnectedLayerDataset(),
-                       FullyConnectedParameters),
-                       framework::dataset::make("DataType",
-                                                DataType::QS8)),
-                       framework::dataset::make("FractionalBits", 1, 6)))
-{
-    // Validate output
-    validate(Accessor(_target), _reference, tolerance_fixed_point);
-}
-FIXTURE_DATA_TEST_CASE(RunSmall, NEFullyConnectedLayerFixedPointFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SmallFullyConnectedLayerDataset(),
-                       FullyConnectedParameters),
-                       framework::dataset::make("DataType",
-                                                DataType::QS8)),
-                       framework::dataset::make("FractionalBits", 1, 6)))
-{
-    // Validate output
-    validate(Accessor(_target), _reference, tolerance_fixed_point);
-}
-TEST_SUITE_END()
-
-TEST_SUITE(QS16)
-// Testing for fixed point position [1,14) as reciprocal limits the maximum fixed point position to 14
-FIXTURE_DATA_TEST_CASE(RunTiny, NEFullyConnectedLayerFixedPointFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::TinyFullyConnectedLayerDataset(),
-                       FullyConnectedParameters),
-                       framework::dataset::make("DataType",
-                                                DataType::QS16)),
-                       framework::dataset::make("FractionalBits", 1, 14)))
-{
-    // Validate output
-    validate(Accessor(_target), _reference, tolerance_fixed_point);
-}
-FIXTURE_DATA_TEST_CASE(RunSmall, NEFullyConnectedLayerFixedPointFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SmallFullyConnectedLayerDataset(),
-                       FullyConnectedParameters),
-                       framework::dataset::make("DataType",
-                                                DataType::QS16)),
-                       framework::dataset::make("FractionalBits", 1, 14)))
-{
-    // Validate output
-    validate(Accessor(_target), _reference, tolerance_fixed_point);
-}
-TEST_SUITE_END()
-TEST_SUITE_END()
-
 TEST_SUITE_END()
 TEST_SUITE_END()
 } // namespace validation