From 73f19af80aaee8929553739894b8dd8fedb163c3 Mon Sep 17 00:00:00 2001 From: Ramy Elgammal Date: Sun, 23 Oct 2022 11:44:49 +0100 Subject: Add Dynamic Fusion GpuConv2d FP32/FP16 testcase Resolves: COMPMID-5511 Signed-off-by: Ramy Elgammal Change-Id: I0ac0acbf1de7da09f18f7b457307ec3cc99deb3b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8546 Comments-Addressed: Arm Jenkins Reviewed-by: SiCong Li Tested-by: Arm Jenkins Benchmark: Arm Jenkins --- .../dynamic_fusion/gpu/cl/DirectConv2d.cpp | 100 +++++++++++++++++++++ 1 file changed, 100 insertions(+) create mode 100644 tests/validation/dynamic_fusion/gpu/cl/DirectConv2d.cpp (limited to 'tests/validation/dynamic_fusion') diff --git a/tests/validation/dynamic_fusion/gpu/cl/DirectConv2d.cpp b/tests/validation/dynamic_fusion/gpu/cl/DirectConv2d.cpp new file mode 100644 index 0000000000..1f9319b10f --- /dev/null +++ b/tests/validation/dynamic_fusion/gpu/cl/DirectConv2d.cpp @@ -0,0 +1,100 @@ +/* + * Copyright (c) 2022 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/TensorInfo.h" +#include "arm_compute/core/Types.h" + +#include "arm_compute/core/CL/CLKernelLibrary.h" +#include "arm_compute/runtime/CL/CLScheduler.h" +#include "arm_compute/dynamic_fusion/runtime/gpu/cl/ClWorkloadRuntime.h" +#include "arm_compute/dynamic_fusion/sketch/OperatorAttributes.h" +#include "arm_compute/dynamic_fusion/sketch/gpu/GpuWorkloadSketch.h" +#include "arm_compute/dynamic_fusion/sketch/gpu/operators/GpuConv2d.h" + +#include "tests/AssetsLibrary.h" +#include "tests/CL/CLAccessor.h" +#include "tests/Globals.h" +#include "tests/IAccessor.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Fixture.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/reference/ConvolutionLayer.h" + +#include "tests/datasets/SmallConvolutionLayerDataset.h" +#include "tests/validation/fixtures/dynamic_fusion/gpu/cl/DirectConv2dFixture.h" + +#ifdef ARM_COMPUTE_ASSERTS_ENABLED +#include "tests/SimpleTensorPrinter.h" +#endif /* ARM_COMPUTE_ASSERTS_ENABLED */ +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/validation/Validation.h" +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +TEST_SUITE(CL) +TEST_SUITE(DYNAMIC_FUSION) +TEST_SUITE(GPU_CONV2D) + +RelativeTolerance tolerance_f32(0.01f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ +RelativeTolerance tolerance_f16(half_float::half(0.1)); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F16 */ +constexpr float tolerance_num = 0.02f; /**< Tolerance number */ + +template +using DynamicFusionGpuConv2dFixture = DynamicFusionGpuConv2dValidationFixture; +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, DynamicFusionGpuConv2dFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallConvolutionLayerDataset(), + framework::dataset::make("DataType", DataType::F32)), + framework::dataset::make("DataLayout", { DataLayout::NHWC })), + framework::dataset::make("QuantizationInfo", QuantizationInfo()))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f32); +} +TEST_SUITE_END() // FP32 + +#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, DynamicFusionGpuConv2dFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallConvolutionLayerDataset(), + framework::dataset::make("DataType", DataType::F16)), + framework::dataset::make("DataLayout", { DataLayout::NHWC })), + framework::dataset::make("QuantizationInfo", QuantizationInfo()))) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f16, tolerance_num); +} +TEST_SUITE_END() // FP16 +#endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC + +TEST_SUITE_END() // GPU_CONV2D +TEST_SUITE_END() // DYNAMIC_FUSION +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1