aboutsummaryrefslogtreecommitdiff
path: root/tests/validation/CL/GEMMLowp.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'tests/validation/CL/GEMMLowp.cpp')
-rw-r--r--tests/validation/CL/GEMMLowp.cpp110
1 files changed, 59 insertions, 51 deletions
diff --git a/tests/validation/CL/GEMMLowp.cpp b/tests/validation/CL/GEMMLowp.cpp
index 0b057b9dce..1ae9e96626 100644
--- a/tests/validation/CL/GEMMLowp.cpp
+++ b/tests/validation/CL/GEMMLowp.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017-2022 Arm Limited.
+ * Copyright (c) 2017-2024 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -44,6 +44,9 @@ namespace test
{
namespace validation
{
+
+using framework::dataset::make;
+
namespace
{
constexpr AbsoluteTolerance<float> tolerance_quant(1); /**< Tolerance value for comparing reference's output against implementation's output for quantized data types */
@@ -72,9 +75,9 @@ using CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputFixtureBatchedUnsigned =
TEST_SUITE(BatchedMatMul)
TEST_SUITE(QASYMM8)
FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputFixtureBatchedUnsigned, framework::DatasetMode::ALL,
- combine(combine(datasets::SmallGEMMLowpFusedBatchedMatMulDatasetUnsigned(),
- framework::dataset::make("DataType", { DataType::QASYMM8 })),
- framework::dataset::make("bool", { false })))
+ combine(datasets::SmallGEMMLowpFusedBatchedMatMulDataset(),
+ make("DataType", { DataType::QASYMM8 }),
+ make("reshape_b_only_on_first_run", { false })))
{
validate(CLAccessor(_target), _reference, tolerance_quant);
}
@@ -84,9 +87,9 @@ using CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputFixtureBatchedSigned =
GEMMLowpMatrixMultiplyCoreFusedOffsetOutputGenericValidationFixture<CLTensor, CLAccessor, CLGEMMLowpMatrixMultiplyCore, false, false, int8_t, int8_t, true>;
TEST_SUITE(QASYMM8_SIGNED)
FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputFixtureBatchedSigned, framework::DatasetMode::ALL,
- combine(combine(datasets::SmallGEMMLowpFusedBatchedMatMulDatasetSigned(),
- framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED })),
- framework::dataset::make("bool", { false })))
+ combine(datasets::SmallGEMMLowpFusedBatchedMatMulDataset(),
+ make("DataType", { DataType::QASYMM8_SIGNED }),
+ make("reshape_b_only_on_first_run", { false })))
{
validate(CLAccessor(_target), _reference, tolerance_quant);
}
@@ -96,9 +99,10 @@ TEST_SUITE_END() // BatchedMatMul
TEST_SUITE(FusedOffsetOutput)
TEST_SUITE(QASYMM8)
using CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputUint8Fixture = GEMMLowpMatrixMultiplyCoreFusedOffsetOutputGenericValidationFixture<CLTensor, CLAccessor, CLGEMMLowpMatrixMultiplyCore>;
-FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputUint8Fixture, framework::DatasetMode::ALL, combine(combine(datasets::SmallGEMMLowpFusedOffsetOutputUint8Dataset(),
- framework::dataset::make("DataType", { DataType::QASYMM8 })),
- framework::dataset::make("reshape_b_only_on_first_run", { true, false })))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputUint8Fixture, framework::DatasetMode::ALL,
+ combine(datasets::SmallGEMMLowpFusedOffsetOutputUint8Dataset(),
+ make("DataType", { DataType::QASYMM8 }),
+ make("reshape_b_only_on_first_run", { true, false })))
{
// Validate output
validate(CLAccessor(_target), _reference, tolerance_quant);
@@ -108,9 +112,9 @@ TEST_SUITE(Output3D)
using CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputOutput3DUint8Fixture =
GEMMLowpMatrixMultiplyCoreFusedOffsetOutputGenericValidationFixture<CLTensor, CLAccessor, CLGEMMLowpMatrixMultiplyCore, false, true>;
FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputOutput3DUint8Fixture, framework::DatasetMode::ALL,
- combine(combine(datasets::SmallGEMMLowpFusedOffsetOutputOutput3DUint8Dataset(),
- framework::dataset::make("DataType", { DataType::QASYMM8 })),
- framework::dataset::make("reshape_b_only_on_first_run", { true, false })))
+ combine(datasets::SmallGEMMLowpFusedOffsetOutputOutput3DUint8Dataset(),
+ make("DataType", { DataType::QASYMM8 }),
+ make("reshape_b_only_on_first_run", { true, false })))
{
// Validate output
validate(CLAccessor(_target), _reference, tolerance_quant);
@@ -121,18 +125,19 @@ TEST_SUITE(InputOutput3D)
using CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputInputOutput3DUint8Fixture =
GEMMLowpMatrixMultiplyCoreFusedOffsetOutputGenericValidationFixture<CLTensor, CLAccessor, CLGEMMLowpMatrixMultiplyCore, true, true>;
FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputInputOutput3DUint8Fixture, framework::DatasetMode::ALL,
- combine(combine(datasets::SmallGEMMLowpFusedOffsetOutputInputOutput3DUint8Dataset(),
- framework::dataset::make("DataType", { DataType::QASYMM8 })),
- framework::dataset::make("reshape_b_only_on_first_run", { true, false })))
+ combine(datasets::SmallGEMMLowpFusedOffsetOutputInputOutput3DUint8Dataset(),
+ make("DataType", { DataType::QASYMM8 }),
+ make("reshape_b_only_on_first_run", { true, false })))
{
// Validate output
validate(CLAccessor(_target), _reference, tolerance_quant);
}
TEST_SUITE_END() // InputOutput3D
-FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputUint8Fixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeGEMMLowpFusedOffsetOutputUint8Dataset(),
- framework::dataset::make("DataType", { DataType::QASYMM8 })),
- framework::dataset::make("reshape_b_only_on_first_run", { true, false })))
+FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputUint8Fixture, framework::DatasetMode::NIGHTLY,
+ combine(datasets::LargeGEMMLowpFusedOffsetOutputUint8Dataset(),
+ make("DataType", { DataType::QASYMM8 }),
+ make("reshape_b_only_on_first_run", { true, false })))
{
// Validate output
validate(CLAccessor(_target), _reference, tolerance_quant);
@@ -141,8 +146,9 @@ TEST_SUITE_END() // QASYMM8
TEST_SUITE(QASYMM8_SIGNED)
using CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputInt8Fixture =
GEMMLowpMatrixMultiplyCoreFusedOffsetOutputValidationFixture<CLTensor, CLAccessor, CLGEMMLowpMatrixMultiplyCore, false, false, int8_t, int8_t>;
-FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputInt8Fixture, framework::DatasetMode::ALL, combine(datasets::SmallGEMMLowpFusedOffsetOutputInt8Dataset(),
- framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED })))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyCoreFusedOffsetOutputInt8Fixture, framework::DatasetMode::ALL,
+ combine(datasets::SmallGEMMLowpFusedOffsetOutputInt8Dataset(),
+ make("DataType", { DataType::QASYMM8_SIGNED })))
{
// Validate output
validate(CLAccessor(_target), _reference, tolerance_quant);
@@ -185,24 +191,24 @@ TEST_SUITE(QuantizeDownInt32Scale)
TEST_SUITE(QASYMM8)
-const auto quantize_down_int32_to_uint8_scale_cases = framework::dataset::make("result_offset", -2, 1) * framework::dataset::make("result_mult_int", 1, 2) * framework::dataset::make("result_shift", 2,
- 3)
- * framework::dataset::make("min", 0) * framework::dataset::make("max", 255) * framework::dataset::make("addBias", { false, true });
+const auto quantize_down_int32_to_uint8_scale_cases = make("result_offset", -2, 1) * make("result_mult_int", 1, 2) * make("result_shift", 2, 3)
+ * make("min", 0) * make("max", 255) * make("addBias", { false, true });
-const auto quantize_down_int32_to_uint8_scale_relu_cases = framework::dataset::make("result_offset", -2, 1) * framework::dataset::make("result_mult_int", 1,
- 2)
- * framework::dataset::make("result_shift", 2, 3) * framework::dataset::make("min", 0, 2) * framework::dataset::make("max", 171, 173) * framework::dataset::make("addBias", { false, true });
+const auto quantize_down_int32_to_uint8_scale_relu_cases = make("result_offset", -2, 1) * make("result_mult_int", 1, 2)
+ * make("result_shift", 2, 3) * make("min", 0, 2) * make("max", 171, 173) * make("addBias", { false, true });
using CLGEMMLowpQuantizeDownInt32ScaleFixture = GEMMLowpQuantizeDownInt32ToUint8ScaleValidationFixture<CLTensor, CLAccessor, CLGEMMLowpOutputStage>;
-FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ScaleFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), quantize_down_int32_to_uint8_scale_cases))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ScaleFixture, framework::DatasetMode::ALL,
+ combine(datasets::SmallShapes(), quantize_down_int32_to_uint8_scale_cases))
{
// Validate output
validate(CLAccessor(_target), _reference);
}
TEST_SUITE(BoundedReLu)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ScaleFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), quantize_down_int32_to_uint8_scale_relu_cases))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ScaleFixture, framework::DatasetMode::ALL,
+ combine(datasets::SmallShapes(), quantize_down_int32_to_uint8_scale_relu_cases))
{
// Validate output
validate(CLAccessor(_target), _reference);
@@ -213,24 +219,24 @@ TEST_SUITE_END() // QASYMM8
TEST_SUITE(QASYMM8_SIGNED)
-const auto quantize_down_int32_to_int8_scale_cases = framework::dataset::make("result_offset", -2, 1) * framework::dataset::make("result_mult_int", 1, 2) * framework::dataset::make("result_shift", 2,
- 3)
- * framework::dataset::make("min", -128) * framework::dataset::make("max", 127) * framework::dataset::make("addBias", { false, true });
+const auto quantize_down_int32_to_int8_scale_cases = make("result_offset", -2, 1) * make("result_mult_int", 1, 2) * make("result_shift", 2, 3)
+ * make("min", -128) * make("max", 127) * make("addBias", { false, true });
-const auto quantize_down_int32_to_int8_scale_relu_cases = framework::dataset::make("result_offset", -2, 1) * framework::dataset::make("result_mult_int", 1,
- 2)
- * framework::dataset::make("result_shift", 2, 3) * framework::dataset::make("min", -100, -98) * framework::dataset::make("max", 71, 73) * framework::dataset::make("addBias", { false, true });
+const auto quantize_down_int32_to_int8_scale_relu_cases = make("result_offset", -2, 1) * make("result_mult_int", 1, 2)
+ * make("result_shift", 2, 3) * make("min", -100, -98) * make("max", 71, 73) * make("addBias", { false, true });
using CLGEMMLowpQuantizeDownInt32ScaleFixture = GEMMLowpQuantizeDownInt32ToInt8ScaleValidationFixture<CLTensor, CLAccessor, CLGEMMLowpOutputStage>;
-FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ScaleFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), quantize_down_int32_to_int8_scale_cases))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ScaleFixture, framework::DatasetMode::ALL,
+ combine(datasets::SmallShapes(), quantize_down_int32_to_int8_scale_cases))
{
// Validate output
validate(CLAccessor(_target), _reference);
}
TEST_SUITE(BoundedReLu)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ScaleFixture, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), quantize_down_int32_to_int8_scale_relu_cases))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpQuantizeDownInt32ScaleFixture, framework::DatasetMode::ALL,
+ combine(datasets::SmallShapes(), quantize_down_int32_to_int8_scale_relu_cases))
{
// Validate output
validate(CLAccessor(_target), _reference);
@@ -247,13 +253,14 @@ using CLGEMMLowpQuantizeDownInt32ScaleByFloatFixture =
GEMMLowpQuantizeDownInt32ScaleByFloatValidationFixture<CLTensor, CLAccessor, CLGEMMLowpOutputStage, uint8_t>;
FIXTURE_DATA_TEST_CASE(RunTiny, CLGEMMLowpQuantizeDownInt32ScaleByFloatFixture, framework::DatasetMode::ALL,
- combine(combine(combine(combine(combine(combine(framework::dataset::make("DataType", DataType::QASYMM8),
- datasets::TinyShapes()),
- framework::dataset::make("result_real_multiplier", 0.33f)),
- framework::dataset::make("result_offset", 2, 3)),
- framework::dataset::make("min", 0)),
- framework::dataset::make("max", 255)),
- framework::dataset::make("addBias", { false, true })))
+ combine(
+ make("DataType", DataType::QASYMM8),
+ datasets::TinyShapes(),
+ make("result_real_multiplier", 0.33f),
+ make("result_offset", 2, 3),
+ make("min", 0),
+ make("max", 255),
+ make("addBias", { false, true })))
{
// Validate output
validate(CLAccessor(_target), _reference);
@@ -264,13 +271,14 @@ TEST_SUITE(QASYMM8_SIGNED)
using CLGEMMLowpQuantizeDownInt32ScaleByFloatFixture_Signed =
GEMMLowpQuantizeDownInt32ScaleByFloatValidationFixture<CLTensor, CLAccessor, CLGEMMLowpOutputStage, int8_t>;
FIXTURE_DATA_TEST_CASE(RunTiny, CLGEMMLowpQuantizeDownInt32ScaleByFloatFixture_Signed, framework::DatasetMode::ALL,
- combine(combine(combine(combine(combine(combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED),
- datasets::TinyShapes()),
- framework::dataset::make("result_real_multiplier", 0.33f)),
- framework::dataset::make("result_offset", 2, 3)),
- framework::dataset::make("min", -128)),
- framework::dataset::make("max", 127)),
- framework::dataset::make("addBias", { false, true })))
+ combine(
+ make("DataType", DataType::QASYMM8_SIGNED),
+ datasets::TinyShapes(),
+ make("result_real_multiplier", 0.33f),
+ make("result_offset", 2, 3),
+ make("min", -128),
+ make("max", 127),
+ make("addBias", { false, true })))
{
// Validate output
validate(CLAccessor(_target), _reference);
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-23 15:54:35 +0000