| // |
| // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "armnnOnnxParser/IOnnxParser.hpp" |
| #include "ParserPrototxtFixture.hpp" |
| #include "OnnxParserTestUtils.hpp" |
| |
| TEST_SUITE("OnnxParser_Gather") |
| { |
| |
| struct GatherMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| GatherMainFixture(const std::vector<int>& indicesShape, |
| const std::vector<int>& indices, |
| const std::vector<int>& inputShape, |
| const std::vector<int>& outputShape) |
| { |
| m_Prototext = R"( |
| ir_version: 8 |
| producer_name: "onnx-example" |
| graph { |
| node { |
| output: "indices" |
| op_type: "Constant" |
| attribute { |
| name: "value" |
| t { |
| data_type: 7 |
| )" + ConstructIndicesString(indicesShape, indices) + R"( |
| name: "value" |
| } |
| type: TENSOR |
| } |
| } |
| node { |
| input: "input" |
| input: "indices" |
| output: "output" |
| op_type: "Gather" |
| attribute { |
| name: "axis" |
| i: 0 |
| type: INT |
| } |
| } |
| name: "gather-model" |
| input { |
| name: "input" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| )" + armnnUtils::ConstructTensorShapeString(inputShape) + R"( |
| } |
| } |
| } |
| } |
| output { |
| name: "output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| )" + armnnUtils::ConstructTensorShapeString(outputShape) + R"( |
| } |
| } |
| } |
| } |
| })"; |
| } |
| std::string ConstructIndicesString(const std::vector<int>& indicesShape, const std::vector<int>& indices) |
| { |
| std::string shapeStr; |
| for (int i : indicesShape) |
| { |
| shapeStr = fmt::format(" {} dims: {}", shapeStr, i); |
| } |
| for (int i : indices) |
| { |
| shapeStr = fmt::format(" {} int64_data: {}", shapeStr, i); |
| } |
| return shapeStr; |
| } |
| }; |
| |
| struct GatherScalarFixture : GatherMainFixture |
| { |
| GatherScalarFixture() : GatherMainFixture({ }, { 0 }, { 8 }, { }) |
| { |
| Setup(); |
| } |
| }; |
| |
| struct Gather1dFixture : GatherMainFixture |
| { |
| Gather1dFixture() : GatherMainFixture({ 4 }, { 0, 2, 1, 5 }, { 8 }, { 4 }) |
| { |
| Setup(); |
| } |
| }; |
| |
| struct Gather2dFixture : GatherMainFixture |
| { |
| Gather2dFixture() : GatherMainFixture({ 3 }, { 1, 3, 4 }, { 5, 2 }, { 3, 2 }) |
| { |
| Setup(); |
| } |
| }; |
| |
| struct Gather3dMultiIndicesFixture : GatherMainFixture |
| { |
| Gather3dMultiIndicesFixture() : GatherMainFixture({ 2, 3 }, { 1, 2, 1, 2, 1, 0 }, { 3, 2, 3 }, { 2, 3, 2, 3 }) |
| { |
| Setup(); |
| } |
| }; |
| |
| struct Gather4dFixture : GatherMainFixture |
| { |
| Gather4dFixture() : GatherMainFixture({ 3 }, { 0, 1, 3 }, { 5, 4, 3, 2 }, { 3, 4, 3, 2 }) |
| { |
| Setup(); |
| } |
| }; |
| |
| TEST_CASE_FIXTURE(GatherScalarFixture, "GatherScalarTest") |
| { |
| RunTest<1, float>({{"input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f }}}, |
| {{"output", { 1.0f }}}); |
| } |
| |
| TEST_CASE_FIXTURE(Gather1dFixture, "Gather1dTest") |
| { |
| RunTest<1, float>({{"input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f }}}, |
| {{"output", { 1.0f, 3.0f, 2.0f, 6.0f }}}); |
| } |
| |
| TEST_CASE_FIXTURE(Gather2dFixture, "Gather2dTest") |
| { |
| RunTest<2, float>({{"input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f }}}, |
| {{"output", { 3.0f, 4.0f, 7.0f, 8.0f, 9.0f, 10.0f }}}); |
| } |
| |
| TEST_CASE_FIXTURE(Gather3dMultiIndicesFixture, "Gather3dMultiIndicesTest") |
| { |
| RunTest<3, float>({{"input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f }}}, |
| {{"output", { 7.0f, 8.0f, 9.0f, |
| 10.0f, 11.0f, 12.0f, |
| 13.0f, 14.0f, 15.0f, |
| 16.0f, 17.0f, 18.0f, |
| 7.0f, 8.0f, 9.0f, |
| 10.0f, 11.0f, 12.0f, |
| 13.0f, 14.0f, 15.0f, |
| 16.0f, 17.0f, 18.0f, |
| 7.0f, 8.0f, 9.0f, |
| 10.0f, 11.0f, 12.0f, |
| 1.0f, 2.0f, 3.0f, |
| 4.0f, 5.0f, 6.0f }}}); |
| } |
| |
| TEST_CASE_FIXTURE(Gather4dFixture, "Gather4dTest") |
| { |
| RunTest<4, float>({{"input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, |
| 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, |
| 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, |
| 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, |
| 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, |
| 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, |
| 31.0f, 32.0f, 33.0f, 34.0f, 35.0f, |
| 36.0f, 37.0f, 38.0f, 39.0f, 40.0f, |
| 41.0f, 42.0f, 43.0f, 44.0f, 45.0f, |
| 46.0f, 47.0f, 48.0f, 49.0f, 50.0f, |
| 51.0f, 52.0f, 53.0f, 54.0f, 55.0f, |
| 56.0f, 57.0f, 58.0f, 59.0f, 60.0f, |
| 61.0f, 62.0f, 63.0f, 64.0f, 65.0f, |
| 66.0f, 67.0f, 68.0f, 69.0f, 70.0f, |
| 71.0f, 72.0f, 73.0f, 74.0f, 75.0f, |
| 76.0f, 77.0f, 78.0f, 79.0f, 80.0f, |
| 81.0f, 82.0f, 83.0f, 84.0f, 85.0f, |
| 86.0f, 87.0f, 88.0f, 89.0f, 90.0f, |
| 91.0f, 92.0f, 93.0f, 94.0f, 95.0f, |
| 96.0f, 97.0f, 98.0f, 99.0f, 100.0f, |
| 101.0f, 102.0f, 103.0f, 104.0f, 105.0f, |
| 106.0f, 107.0f, 108.0f, 109.0f, 110.0f, |
| 111.0f, 112.0f, 113.0f, 114.0f, 115.0f, |
| 116.0f, 117.0f, 118.0f, 119.0f, 120.0f }}}, |
| {{"output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, |
| 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, |
| 31.0f, 32.0f, 33.0f, 34.0f, 35.0f, 36.0f, |
| 37.0f, 38.0f, 39.0f, 40.0f, 41.0f, 42.0f, |
| 43.0f, 44.0f, 45.0f, 46.0f, 47.0f, 48.0f, |
| 73.0f, 74.0f, 75.0f, 76.0f, 77.0f, 78.0f, |
| 79.0f, 80.0f, 81.0f, 82.0f, 83.0f, 84.0f, |
| 85.0f, 86.0f, 87.0f, 88.0f, 89.0f, 90.0f, |
| 91.0f, 92.0f, 93.0f, 94.0f, 95.0f, 96.0f }}}); |
| } |
| |
| struct GatherRawDataFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| GatherRawDataFixture() |
| { |
| m_Prototext = R"( |
| ir_version: 8 |
| producer_name: "onnx-example" |
| graph { |
| node { |
| output: "indices" |
| op_type: "Constant" |
| attribute { |
| name: "value" |
| t { |
| dims: 3 |
| data_type: 7 |
| raw_data: |
| "\000\000\000\000\000\000\000\000\001\000\000\000\000\000\000\000\003\000\000\000\000\000\000\000" |
| name: "value" |
| } |
| type: TENSOR |
| } |
| } |
| node { |
| input: "input" |
| input: "indices" |
| output: "output" |
| op_type: "Gather" |
| attribute { |
| name: "axis" |
| i: 0 |
| type: INT |
| } |
| } |
| name: "gather-model" |
| input { |
| name: "input" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| dim { |
| dim_value: 5 |
| } |
| dim { |
| dim_value: 4 |
| } |
| dim { |
| dim_value: 3 |
| } |
| dim { |
| dim_value: 2 |
| } |
| } |
| } |
| } |
| } |
| output { |
| name: "output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| dim { |
| dim_value: 3 |
| } |
| dim { |
| dim_value: 4 |
| } |
| dim { |
| dim_value: 3 |
| } |
| dim { |
| dim_value: 2 |
| } |
| } |
| } |
| } |
| } |
| })"; |
| Setup(); |
| } |
| }; |
| |
| TEST_CASE_FIXTURE(GatherRawDataFixture, "GatherRawDataTest") |
| { |
| RunTest<4, float>({{"input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, |
| 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, |
| 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, |
| 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, |
| 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, |
| 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, |
| 31.0f, 32.0f, 33.0f, 34.0f, 35.0f, |
| 36.0f, 37.0f, 38.0f, 39.0f, 40.0f, |
| 41.0f, 42.0f, 43.0f, 44.0f, 45.0f, |
| 46.0f, 47.0f, 48.0f, 49.0f, 50.0f, |
| 51.0f, 52.0f, 53.0f, 54.0f, 55.0f, |
| 56.0f, 57.0f, 58.0f, 59.0f, 60.0f, |
| 61.0f, 62.0f, 63.0f, 64.0f, 65.0f, |
| 66.0f, 67.0f, 68.0f, 69.0f, 70.0f, |
| 71.0f, 72.0f, 73.0f, 74.0f, 75.0f, |
| 76.0f, 77.0f, 78.0f, 79.0f, 80.0f, |
| 81.0f, 82.0f, 83.0f, 84.0f, 85.0f, |
| 86.0f, 87.0f, 88.0f, 89.0f, 90.0f, |
| 91.0f, 92.0f, 93.0f, 94.0f, 95.0f, |
| 96.0f, 97.0f, 98.0f, 99.0f, 100.0f, |
| 101.0f, 102.0f, 103.0f, 104.0f, 105.0f, |
| 106.0f, 107.0f, 108.0f, 109.0f, 110.0f, |
| 111.0f, 112.0f, 113.0f, 114.0f, 115.0f, |
| 116.0f, 117.0f, 118.0f, 119.0f, 120.0f }}}, |
| {{"output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, |
| 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, |
| 31.0f, 32.0f, 33.0f, 34.0f, 35.0f, 36.0f, |
| 37.0f, 38.0f, 39.0f, 40.0f, 41.0f, 42.0f, |
| 43.0f, 44.0f, 45.0f, 46.0f, 47.0f, 48.0f, |
| 73.0f, 74.0f, 75.0f, 76.0f, 77.0f, 78.0f, |
| 79.0f, 80.0f, 81.0f, 82.0f, 83.0f, 84.0f, |
| 85.0f, 86.0f, 87.0f, 88.0f, 89.0f, 90.0f, |
| 91.0f, 92.0f, 93.0f, 94.0f, 95.0f, 96.0f }}}); |
| } |
| |
| } |