diff options
Diffstat (limited to 'tests/validation/NEON/ElementwiseRsqrtLayer.cpp')
| -rw-r--r-- | tests/validation/NEON/ElementwiseRsqrtLayer.cpp | 61 |
1 files changed, 58 insertions, 3 deletions
diff --git a/tests/validation/NEON/ElementwiseRsqrtLayer.cpp b/tests/validation/NEON/ElementwiseRsqrtLayer.cpp index 58efa28b31..80788c893f 100644 --- a/tests/validation/NEON/ElementwiseRsqrtLayer.cpp +++ b/tests/validation/NEON/ElementwiseRsqrtLayer.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2018-2019 Arm Limited. + * Copyright (c) 2018-2021, 2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -32,7 +32,7 @@ #include "tests/framework/Macros.h" #include "tests/framework/datasets/Datasets.h" #include "tests/validation/Validation.h" -#include "tests/validation/fixtures/ElementWiseUnaryFixture.h" +#include "tests/validation/fixtures/ElementwiseUnaryFixture.h" namespace arm_compute { @@ -46,13 +46,42 @@ RelativeTolerance<float> tolerance_fp32(0.000001f); #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC RelativeTolerance<float> tolerance_fp16(0.01f); #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC +#if defined(__aarch64__) +constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(0); +constexpr AbsoluteTolerance<int8_t> tolerance_qasymm8_signed(0); +#else // #if !defined(__aarch64__) +constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(1); // There is difference of 1, because quantizing in reference uses round policy "TO_NEAREST_UP", where the armv7a neon kernel uses "TO_ZERO" +constexpr AbsoluteTolerance<int8_t> tolerance_qasymm8_signed(1); +#endif // #if !defined(__aarch64__) } // namespace TEST_SUITE(NEON) TEST_SUITE(RsqrtLayer) +// Test test cases will execute the function with dynamic-stated shapes +// Since other elementwise unary operations share the same kernel, this tests are added only here. +// Also, only FP32 is tested since data type doesn't/shouldn't matter with dynamic shapes. +TEST_SUITE(DynamicShape) +TEST_SUITE(FP32) + +template <typename T> +using CpuRsqrtDynamicShapeFixture = RsqrtDynamicShapeValidationFixture<Tensor, Accessor, NERsqrtLayer, T>; + +FIXTURE_DATA_TEST_CASE(RunSmall, CpuRsqrtDynamicShapeFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), framework::dataset::make("DataType", + DataType::F32))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_fp32); +} + +TEST_SUITE_END() // FP32 +TEST_SUITE_END() // DynamicShape + template <typename T> using NERsqrtLayerFixture = RsqrtValidationFixture<Tensor, Accessor, NERsqrtLayer, T>; +template <typename T> +using NERsqrtLayerQuantizedFixture = RsqrtQuantizedValidationFixture<Tensor, Accessor, NERsqrtLayer, T>; + TEST_SUITE(Float) #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC TEST_SUITE(FP16) @@ -83,8 +112,34 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NERsqrtLayerFixture<float>, framework::DatasetM TEST_SUITE_END() // FP32 TEST_SUITE_END() // Float +TEST_SUITE(Quantized) +TEST_SUITE(QASYMM8) +FIXTURE_DATA_TEST_CASE(RunSmall, NERsqrtLayerQuantizedFixture<uint8_t>, framework::DatasetMode::ALL, combine(combine(combine( + datasets::SmallShapes(), + framework::dataset::make("DataType", DataType::QASYMM8)), + framework::dataset::make("InputQInfo", { QuantizationInfo(20, 0) })), + framework::dataset::make("OutputQInfo", { QuantizationInfo(0.5, 10) }))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_qasymm8); +} +TEST_SUITE_END() // QASYMM8 + +TEST_SUITE(QASYMM8_SIGNED) +FIXTURE_DATA_TEST_CASE(RunSmall, NERsqrtLayerQuantizedFixture<int8_t>, framework::DatasetMode::ALL, combine(combine(combine( + datasets::SmallShapes(), + framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), + framework::dataset::make("InputQInfo", { QuantizationInfo(25, -128) })), + framework::dataset::make("OutputQInfo", { QuantizationInfo(0.1, -7) }))) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_qasymm8_signed); +} +TEST_SUITE_END() // QASYMM8_SIGNED +TEST_SUITE_END() // Quantized + TEST_SUITE_END() // RsqrtLayer -TEST_SUITE_END() // NEON +TEST_SUITE_END() // Neon } // namespace validation } // namespace test } // namespace arm_compute |