COMPMID-2501: Support multiplier > 1 during QASYMM8 requantization for Quantized LSTM
Change-Id: I7eddbdf77881f313b707b9e59428245f1330a2cf
Signed-off-by: Manuel Bottini <manuel.bottini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/2119
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
diff --git a/tests/validation/CL/GEMMLowp.cpp b/tests/validation/CL/GEMMLowp.cpp
index b8dfc03..f5bd871 100644
--- a/tests/validation/CL/GEMMLowp.cpp
+++ b/tests/validation/CL/GEMMLowp.cpp
@@ -305,6 +305,14 @@
2)
* framework::dataset::make("min", -2, 0) * framework::dataset::make("max", 1, 3) * framework::dataset::make("addBias", { false, true });
+const auto quantize_down_int32_to_int16_scale_by_fixedpoint_multgreat1_cases = framework::dataset::make("result_fixedpoint_multiplier", 1073741823, 1073741825) * framework::dataset::make("result_shift", -3,
+ -2)
+ * framework::dataset::make("min", 0) * framework::dataset::make("max", 0) * framework::dataset::make("addBias", { false, true });
+
+const auto quantize_down_int32_to_int16_scale_by_fixedpoint_multgreat1_relu_cases = framework::dataset::make("result_fixedpoint_multiplier", 254601600, 254601602) * framework::dataset::make("result_shift", -3,
+ -1)
+ * framework::dataset::make("min", -2, 0) * framework::dataset::make("max", 1, 3) * framework::dataset::make("addBias", { false, true });
+
using CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPointFixture =
GEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPointValidationFixture<CLTensor, CLAccessor, CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPoint>;
@@ -344,19 +352,41 @@
}
// clang-format on
// *INDENT-ON*
+TEST_SUITE(NoRelu)
+TEST_SUITE(MultSmallerEq1)
FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPointFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(),
quantize_down_int32_to_int16_scale_by_fixedpoint_cases))
{
// Validate output
validate(CLAccessor(_target), _reference);
}
+TEST_SUITE_END() // MultSmallerEq1
+TEST_SUITE(MultGreater1)
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPointFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(),
+ quantize_down_int32_to_int16_scale_by_fixedpoint_multgreat1_cases))
+{
+ // Validate output
+ validate(CLAccessor(_target), _reference);
+}
+TEST_SUITE_END() // MultGreater1
+TEST_SUITE_END() // NoRelu
TEST_SUITE(BoundedReLu)
+TEST_SUITE(MultSmallerEq1)
FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPointFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(),
quantize_down_int32_to_int16_scale_by_fixedpoint_relu_cases))
{
// Validate output
validate(CLAccessor(_target), _reference);
}
+TEST_SUITE_END() // MultSmallerEq1
+TEST_SUITE(MultGreater1)
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPointFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(),
+ quantize_down_int32_to_int16_scale_by_fixedpoint_multgreat1_relu_cases))
+{
+ // Validate output
+ validate(CLAccessor(_target), _reference);
+}
+TEST_SUITE_END() // MultGreater1
TEST_SUITE_END() // BoundedReLu
TEST_SUITE_END() // QuantizeDownInt32ToInt16ScaleByFixedPoint
TEST_SUITE_END() // OutputStage