diff options
| author | Ramy Elgammal <ramy.elgammal@arm.com> | 2023-01-30 04:56:47 +0000 |
|---|---|---|
| committer | Ramy Elgammal <ramy.elgammal@arm.com> | 2023-03-17 12:45:26 +0000 |
| commit | 14d7b535d48620f009efca576cc70fb6ea9ff20d (patch) | |
| tree | 592ae31798825fba0b71b36adda008fb53381e9f /tests/validation/CL/RsqrtLayer.cpp | |
| parent | 2b6ebfe4270b06b09e45f306e8384950aeca7e4e (diff) | |
| download | ComputeLibrary-14d7b535d48620f009efca576cc70fb6ea9ff20d.tar.gz | |
Implementation of RSQRT for quantized int8
Resolves: COMPMID-5863
Change-Id: I9ff67face62826c1d335a6b941e8516be39bdac8
Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com>
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/488768
Tested-by: bsgcomp <bsgcomp@arm.com>
Comments-Addressed: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9225
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/CL/RsqrtLayer.cpp')
| -rw-r--r-- | tests/validation/CL/RsqrtLayer.cpp | 35 |
1 files changed, 32 insertions, 3 deletions
diff --git a/tests/validation/CL/RsqrtLayer.cpp b/tests/validation/CL/RsqrtLayer.cpp index 936d853d34..2353bda8d3 100644 --- a/tests/validation/CL/RsqrtLayer.cpp +++ b/tests/validation/CL/RsqrtLayer.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2018-2019 Arm Limited. + * Copyright (c) 2018-2019, 2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -42,8 +42,11 @@ namespace validation { namespace { -RelativeTolerance<float> tolerance_fp32(0.000001f); -RelativeTolerance<float> tolerance_fp16(0.001f); +RelativeTolerance<float> tolerance_fp32(0.000001f); +RelativeTolerance<float> tolerance_fp16(0.001f); +constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(1); /**< Tolerance value for comparing reference's output against implementation's output for unsigned 8-bit asymmetric type */ +constexpr AbsoluteTolerance<int8_t> tolerance_qasymm8_s(1); /**< Tolerance value for comparing reference's output against implementation's output for signed 8-bit asymmetric type */ + } // namespace TEST_SUITE(CL) TEST_SUITE(RsqrtLayer) @@ -68,6 +71,8 @@ DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip( // *INDENT-ON* template <typename T> using CLRsqrtLayerFixture = RsqrtValidationFixture<CLTensor, CLAccessor, CLRsqrtLayer, T>; +template <typename T> +using CLRsqrtLayerQuantizedFixture = RsqrtQuantizedValidationFixture<CLTensor, CLAccessor, CLRsqrtLayer, T>; TEST_SUITE(Float) TEST_SUITE(FP16) @@ -102,6 +107,30 @@ FIXTURE_DATA_TEST_CASE(RunLarge, CLRsqrtLayerFixture<float>, framework::DatasetM TEST_SUITE_END() // FP32 TEST_SUITE_END() // Float +TEST_SUITE(Quantized) +TEST_SUITE(QASYMM8_SIGNED) +FIXTURE_DATA_TEST_CASE(RunSmall, CLRsqrtLayerQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", + DataType::QASYMM8_SIGNED)), + framework::dataset::make("SrcQInfo", { QuantizationInfo(0.4044, -128) })), + framework::dataset::make("OutQInfo", { QuantizationInfo(0.0027, -128) }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8_s); +} +TEST_SUITE_END() // QASYMM8_SIGNED +TEST_SUITE(QASYMM8) + +FIXTURE_DATA_TEST_CASE(RunSmall, CLRsqrtLayerQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", + DataType::QASYMM8)), + framework::dataset::make("SrcQInfo", { QuantizationInfo(0.4044, 0) })), + framework::dataset::make("OutQInfo", { QuantizationInfo(0.0027, 0) }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8); +} +TEST_SUITE_END() // QASYMM8 +TEST_SUITE_END() // Quantized + TEST_SUITE_END() // RsqrtLayer TEST_SUITE_END() // CL } // namespace validation |