Michele Di Giorgio | 980002b | 2018-08-08 09:25:51 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 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/CL/kernels/CLCol2ImKernel.h" |
| 25 | #include "arm_compute/core/Types.h" |
| 26 | #include "tests/CL/Helper.h" |
| 27 | |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/datasets/Col2ImLayerDataset.h" |
| 30 | #include "tests/framework/Asserts.h" |
| 31 | #include "tests/framework/Macros.h" |
| 32 | #include "tests/framework/datasets/Datasets.h" |
| 33 | #include "tests/validation/Validation.h" |
| 34 | #include "tests/validation/fixtures/Col2ImFixture.h" |
| 35 | |
| 36 | namespace arm_compute |
| 37 | { |
| 38 | namespace test |
| 39 | { |
| 40 | namespace validation |
| 41 | { |
| 42 | TEST_SUITE(CL) |
| 43 | TEST_SUITE(Col2Im) |
| 44 | |
| 45 | using CLCol2Im = CLSynthetizeFunction<CLCol2ImKernel>; |
| 46 | |
| 47 | // *INDENT-OFF* |
| 48 | // clang-format off |
| 49 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip( |
| 50 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::S64), // Unsupported data type |
| 51 | TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::F32), // Mismatching data type |
| 52 | TensorInfo(TensorShape(10U, 12U, 1U, 2U), 1, DataType::F32), // Invalid output shape |
| 53 | TensorInfo(TensorShape(3U, 12U, 4U, 2U), 1, DataType::F32), |
| 54 | }), |
| 55 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(3U, 4U, 10U, 2U), 1, DataType::F16), |
| 56 | TensorInfo(TensorShape(3U, 4U, 10U, 2U), 1, DataType::F16), |
| 57 | TensorInfo(TensorShape(3U, 3U, 10U, 2U), 1, DataType::F32), |
| 58 | TensorInfo(TensorShape(3U, 4U, 12U, 2U), 1, DataType::F32), |
| 59 | })), |
| 60 | framework::dataset::make("ConvolvedWidth", { 3, 3, 3, 3 })), |
| 61 | framework::dataset::make("ConvolvedHeight", { 4, 4, 4, 4 })), |
| 62 | framework::dataset::make("NumGroups", { 1, 1, 1, 4 })), |
| 63 | framework::dataset::make("Expected", { false, false, false, true })), |
| 64 | input_info, output_info, convolved_width, convolved_height, num_groups, expected) |
| 65 | { |
Giorgio Arena | 226e4b9 | 2018-08-23 12:00:02 +0100 | [diff] [blame] | 66 | bool status = bool(CLCol2Im::validate(&input_info, &output_info, Size2D(convolved_width, convolved_height), num_groups)); |
Michele Di Giorgio | 980002b | 2018-08-08 09:25:51 +0100 | [diff] [blame] | 67 | ARM_COMPUTE_EXPECT(status == expected, framework::LogLevel::ERRORS); |
| 68 | } |
| 69 | // clang-format on |
| 70 | // *INDENT-ON* |
| 71 | |
| 72 | template <typename T> |
Giorgio Arena | 226e4b9 | 2018-08-23 12:00:02 +0100 | [diff] [blame] | 73 | using CLCol2ImFixture = Col2ImValidationFixture<CLTensor, CLAccessor, CLCol2Im, T, true>; |
Michele Di Giorgio | 980002b | 2018-08-08 09:25:51 +0100 | [diff] [blame] | 74 | |
| 75 | TEST_SUITE(Float) |
| 76 | TEST_SUITE(FP32) |
| 77 | FIXTURE_DATA_TEST_CASE(RunSmall, CLCol2ImFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallGroupedCol2ImLayerDataset(), framework::dataset::make("DataType", DataType::F32))) |
| 78 | { |
| 79 | // Validate output |
| 80 | validate(CLAccessor(_target), _reference); |
| 81 | } |
| 82 | |
| 83 | FIXTURE_DATA_TEST_CASE(RunLarge, CLCol2ImFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeGroupedCol2ImLayerDataset(), framework::dataset::make("DataType", DataType::F32))) |
| 84 | { |
| 85 | // Validate output |
| 86 | validate(CLAccessor(_target), _reference); |
| 87 | } |
| 88 | TEST_SUITE_END() |
| 89 | |
| 90 | TEST_SUITE(FP16) |
| 91 | FIXTURE_DATA_TEST_CASE(RunSmall, CLCol2ImFixture<half>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallGroupedCol2ImLayerDataset(), framework::dataset::make("DataType", DataType::F16))) |
| 92 | { |
| 93 | // Validate output |
| 94 | validate(CLAccessor(_target), _reference); |
| 95 | } |
| 96 | |
| 97 | FIXTURE_DATA_TEST_CASE(RunLarge, CLCol2ImFixture<half>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeGroupedCol2ImLayerDataset(), framework::dataset::make("DataType", DataType::F16))) |
| 98 | { |
| 99 | // Validate output |
| 100 | validate(CLAccessor(_target), _reference); |
| 101 | } |
| 102 | TEST_SUITE_END() |
| 103 | |
| 104 | TEST_SUITE_END() |
| 105 | |
| 106 | TEST_SUITE(QASYMM8) |
| 107 | FIXTURE_DATA_TEST_CASE(RunSmall, CLCol2ImFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallGroupedCol2ImLayerDataset(), framework::dataset::make("DataType", |
| 108 | DataType::QASYMM8))) |
| 109 | { |
| 110 | // Validate output |
| 111 | validate(CLAccessor(_target), _reference); |
| 112 | } |
| 113 | |
| 114 | FIXTURE_DATA_TEST_CASE(RunLarge, CLCol2ImFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeGroupedCol2ImLayerDataset(), framework::dataset::make("DataType", |
| 115 | DataType::QASYMM8))) |
| 116 | { |
| 117 | // Validate output |
| 118 | validate(CLAccessor(_target), _reference); |
| 119 | } |
| 120 | TEST_SUITE_END() |
| 121 | |
| 122 | TEST_SUITE_END() |
| 123 | TEST_SUITE_END() |
| 124 | } // namespace validation |
| 125 | } // namespace test |
| 126 | } // namespace arm_compute |