tests/benchmark/CL/SYSTEM/MobileNetV1.cpp

   1 /*
   2  * Copyright (c) 2017-2018 ARM Limited.
   3  *
   4  * SPDX-License-Identifier: MIT
   5  *
   6  * Permission is hereby granted, free of charge, to any person obtaining a copy
   7  * of this software and associated documentation files (the "Software"), to
   8  * deal in the Software without restriction, including without limitation the
   9  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
  10  * sell copies of the Software, and to permit persons to whom the Software is
  11  * furnished to do so, subject to the following conditions:
  12  *
  13  * The above copyright notice and this permission notice shall be included in all
  14  * copies or substantial portions of the Software.
  15  *
  16  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  17  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  18  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  19  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  20  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  21  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  22  * SOFTWARE.
  23  */
  24 #include "arm_compute/core/TensorShape.h"
  25 #include "arm_compute/core/Types.h"
  26 #include "arm_compute/runtime/CL/CLTensor.h"
  27 #include "arm_compute/runtime/CL/CLTensorAllocator.h"
  28 #include "arm_compute/runtime/CL/functions/CLActivationLayer.h"
  29 #include "arm_compute/runtime/CL/functions/CLBatchNormalizationLayer.h"
  30 #include "arm_compute/runtime/CL/functions/CLConvolutionLayer.h"
  31 #include "arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h"
  32 #include "arm_compute/runtime/CL/functions/CLDirectConvolutionLayer.h"
  33 #include "arm_compute/runtime/CL/functions/CLPoolingLayer.h"
  34 #include "arm_compute/runtime/CL/functions/CLReshapeLayer.h"
  35 #include "arm_compute/runtime/CL/functions/CLSoftmaxLayer.h"
  36 #include "tests/CL/CLAccessor.h"
  37 #include "tests/benchmark/fixtures/MobileNetV1Fixture.h"
  38 #include "tests/framework/Macros.h"
  39 #include "tests/framework/datasets/Datasets.h"
  40 #include "utils/TypePrinter.h"
  41
  42 namespace arm_compute
  43 {
  44 namespace test
  45 {
  46 namespace benchmark
  47 {
  48 using CLMobileNetV1_224_Fixture = MobileNetV1Fixture<CLTensor,
  49       CLAccessor,
  50       CLActivationLayer,
  51       CLBatchNormalizationLayer,
  52       CLConvolutionLayer,
  53       CLDirectConvolutionLayer,
  54       CLDepthwiseConvolutionLayer3x3,
  55       CLReshapeLayer,
  56       CLPoolingLayer,
  57       CLSoftmaxLayer,
  58       224>;
  59
  60 using CLMobileNetV1_128_Fixture = MobileNetV1Fixture<CLTensor,
  61       CLAccessor,
  62       CLActivationLayer,
  63       CLBatchNormalizationLayer,
  64       CLConvolutionLayer,
  65       CLDirectConvolutionLayer,
  66       CLDepthwiseConvolutionLayer3x3,
  67       CLReshapeLayer,
  68       CLPoolingLayer,
  69       CLSoftmaxLayer,
  70       128>;
  71
  72 TEST_SUITE(CL)
  73 TEST_SUITE(SYSTEM_TESTS)
  74
  75 REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetV1_224, CLMobileNetV1_224_Fixture, framework::DatasetMode::ALL,
  76                                 framework::dataset::make("Batches", { 1, 4, 8 }));
  77
  78 REGISTER_FIXTURE_DATA_TEST_CASE(MobileNetV1_128, CLMobileNetV1_128_Fixture, framework::DatasetMode::ALL,
  79                                 framework::dataset::make("Batches", { 1, 4, 8 }));
  80
  81 TEST_SUITE_END()
  82 TEST_SUITE_END()
  83 } // namespace benchmark
  84 } // namespace test
  85 } // namespace arm_compute