From 62eeb53a5eee9d388a6074553175909fd1b441b5 Mon Sep 17 00:00:00 2001 From: Sang-Hoon Park Date: Tue, 29 Oct 2019 13:13:19 +0000 Subject: COMPMID-2266: [CL] add support for Log Softmax Change-Id: I4a8f3519328553e24cbb4fe45a8ca4d47c90975d Signed-off-by: Sang-Hoon Park Reviewed-on: https://review.mlplatform.org/c/2182 Tested-by: Arm Jenkins Reviewed-by: Georgios Pinitas Comments-Addressed: Arm Jenkins --- tests/validation/CL/LogSoftmaxLayer.cpp | 164 ++++++++++++++++++++++++++++++++ 1 file changed, 164 insertions(+) create mode 100644 tests/validation/CL/LogSoftmaxLayer.cpp (limited to 'tests') diff --git a/tests/validation/CL/LogSoftmaxLayer.cpp b/tests/validation/CL/LogSoftmaxLayer.cpp new file mode 100644 index 0000000000..148613c5f8 --- /dev/null +++ b/tests/validation/CL/LogSoftmaxLayer.cpp @@ -0,0 +1,164 @@ +/* + * Copyright (c) 2019 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/core/CL/kernels/CLSoftmaxLayerKernel.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/CLTensor.h" +#include "arm_compute/runtime/CL/CLTensorAllocator.h" +#include "arm_compute/runtime/CL/functions/CLSoftmaxLayer.h" +#include "tests/CL/CLAccessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/ShapeDatasets.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/SoftmaxLayerFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +/** Tolerance for float operations */ +RelativeTolerance tolerance_f16(half(0.2)); +RelativeTolerance tolerance_f32(0.001f); + +/** Tolerance for quantized operations */ +constexpr AbsoluteTolerance tolerance_qasymm8(1); + +/** CNN data types */ +const auto CNNDataTypes = framework::dataset::make("DataType", +{ + DataType::QASYMM8, + DataType::F16, + DataType::F32, +}); +} // namespace + +TEST_SUITE(CL) +TEST_SUITE(LogSoftmaxLayer) + +template +using CLLogSoftmaxLayerFixture = SoftmaxValidationFixture; + +TEST_SUITE(Float) +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, CLLogSoftmaxLayerFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SoftmaxLayerSmallShapes(), + framework::dataset::make("DataType", DataType::F16)), + framework::dataset::make("Beta", { 1.0f, 2.0f })), + framework::dataset::make("Axis", { 1, 2 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f16); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLLogSoftmaxLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayerLargeShapes(), + framework::dataset::make("DataType", DataType::F16)), + framework::dataset::make("Beta", { 1.0f, 2.0f })), + framework::dataset::make("Axis", { 1, 2 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f16); +} +FIXTURE_DATA_TEST_CASE(Run4D, CLLogSoftmaxLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayer4DShapes(), + framework::dataset::make("DataType", DataType::F16)), + framework::dataset::make("Beta", { 1.0f, 2.0f })), + framework::dataset::make("Axis", { 1, 2, 3 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f16); +} +TEST_SUITE_END() + +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, CLLogSoftmaxLayerFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SoftmaxLayerSmallShapes(), + framework::dataset::make("DataType", DataType::F32)), + framework::dataset::make("Beta", { 1.0f, 2.0f })), + framework::dataset::make("Axis", { 1, 2 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f32); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLLogSoftmaxLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayerLargeShapes(), + framework::dataset::make("DataType", DataType::F32)), + framework::dataset::make("Beta", { 1.0f, 2.0f })), + framework::dataset::make("Axis", { 1, 2 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f32); +} +FIXTURE_DATA_TEST_CASE(Run4D, CLLogSoftmaxLayerFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayer4DShapes(), + framework::dataset::make("DataType", DataType::F32)), + framework::dataset::make("Beta", { 1.0f, 2.0f })), + framework::dataset::make("Axis", { 1, 2, 3 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f32); +} +TEST_SUITE_END() +TEST_SUITE_END() + +template +using CLLogSoftmaxLayerQuantizedFixture = SoftmaxValidationQuantizedFixture; + +TEST_SUITE(Quantized) +TEST_SUITE(QASYMM8) +FIXTURE_DATA_TEST_CASE(RunSmall, CLLogSoftmaxLayerQuantizedFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SoftmaxLayerSmallShapes(), + framework::dataset::make("DataType", DataType::QASYMM8)), + combine(framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, -10) }), + framework::dataset::make("Beta", { 1.0f, 2.f }))), + framework::dataset::make("Axis", { 1, 2 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLLogSoftmaxLayerQuantizedFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayerLargeShapes(), + framework::dataset::make("DataType", DataType::QASYMM8)), + combine(framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, -10) }), + framework::dataset::make("Beta", { 1.0f, 2.0f }))), + framework::dataset::make("Axis", { 1 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8); +} +FIXTURE_DATA_TEST_CASE(Run4D, CLLogSoftmaxLayerQuantizedFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayer4DShapes(), + framework::dataset::make("DataType", DataType::QASYMM8)), + combine(framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, -10) }), + framework::dataset::make("Beta", { 1.0f, 2.0f }))), + framework::dataset::make("Axis", { 1, 2, 3 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_qasymm8); +} + +TEST_SUITE_END() +TEST_SUITE_END() + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1