From 8cdfdb83c89178b5cf654a5b27471950ab1b997e Mon Sep 17 00:00:00 2001 From: Frank Lei Date: Tue, 2 Jan 2018 16:49:33 +0800 Subject: APPBROWSER-366: Add DepthwiseConvolutionLayer(fp16 only) support. Change-Id: I051b7e56b60bf1a55cdf014539ef71346d3aee26 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114737 Reviewed-by: Anthony Barbier Tested-by: Jenkins --- .../GLES_COMPUTE/DepthwiseConvolutionLayer.cpp | 78 ++++++++++++++++++++++ 1 file changed, 78 insertions(+) create mode 100644 tests/validation/GLES_COMPUTE/DepthwiseConvolutionLayer.cpp (limited to 'tests/validation/GLES_COMPUTE/DepthwiseConvolutionLayer.cpp') diff --git a/tests/validation/GLES_COMPUTE/DepthwiseConvolutionLayer.cpp b/tests/validation/GLES_COMPUTE/DepthwiseConvolutionLayer.cpp new file mode 100644 index 0000000000..cacf6962ee --- /dev/null +++ b/tests/validation/GLES_COMPUTE/DepthwiseConvolutionLayer.cpp @@ -0,0 +1,78 @@ +/* + * Copyright (c) 2017 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 CONCLCTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/GLES_COMPUTE/GCTensor.h" +#include "arm_compute/runtime/GLES_COMPUTE/GCTensorAllocator.h" +#include "arm_compute/runtime/GLES_COMPUTE/functions/GCDepthwiseConvolutionLayer.h" +#include "tests/GLES_COMPUTE/GCAccessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/DepthwiseConvolutionLayerDataset.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/DepthwiseConvolutionLayerFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +RelativeTolerance tolerance_fp16(half(0.2)); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F16 */ +constexpr float tolerance_num = 0.07f; /**< Tolerance number */ +} // namespace + +TEST_SUITE(GC) +TEST_SUITE(DepthwiseConvolutionLayer) + +template +using GCDepthwiseConvolutionLayerFixture3x3 = DepthwiseConvolutionLayerValidationFixture; + +TEST_SUITE(Float) +TEST_SUITE(FP16) +TEST_SUITE(W3x3) +FIXTURE_DATA_TEST_CASE(RunSmall, GCDepthwiseConvolutionLayerFixture3x3, framework::DatasetMode::ALL, combine(datasets::SmallDepthwiseConvolutionLayerDataset3x3(), + framework::dataset::make("DataType", + DataType::F16))) +{ + validate(GCAccessor(_target), _reference, tolerance_fp16, tolerance_num); +} +FIXTURE_DATA_TEST_CASE(RunLarge, GCDepthwiseConvolutionLayerFixture3x3, framework::DatasetMode::NIGHTLY, combine(datasets::LargeDepthwiseConvolutionLayerDataset3x3(), + framework::dataset::make("DataType", + DataType::F16))) +{ + validate(GCAccessor(_target), _reference, tolerance_fp16, tolerance_num); +} +TEST_SUITE_END() +TEST_SUITE_END() +TEST_SUITE_END() + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1