| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <boost/test/unit_test.hpp> |
| #include "ParserFlatbuffersFixture.hpp" |
| #include "../TfLiteParser.hpp" |
| |
| #include <string> |
| #include <iostream> |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| |
| struct BatchToSpaceNDFixture : public ParserFlatbuffersFixture |
| { |
| explicit BatchToSpaceNDFixture(const std::string & inputShape, |
| const std::string & outputShape, |
| const std::string & blockShapeData, |
| const std::string & cropsData) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "BATCH_TO_SPACE_ND" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + inputShape + R"(, |
| "type": "FLOAT32", |
| "buffer": 0, |
| "name": "inputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"(, |
| "type": "FLOAT32", |
| "buffer": 1, |
| "name": "outputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": [ 2 ], |
| "type": "INT32", |
| "buffer": 2, |
| "name": "blockShapeTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": [ 2, 2 ], |
| "type": "INT32", |
| "buffer": 3, |
| "name": "cropsTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| } |
| ], |
| "inputs": [ 0 ], |
| "outputs": [ 1 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0, 2, 3 ], |
| "outputs": [ 1 ], |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { }, |
| { "data": )" + blockShapeData + R"(, }, |
| { "data": )" + cropsData + R"(, }, |
| ] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| struct BatchToSpaceNDFixtureTest1 : public BatchToSpaceNDFixture |
| { |
| BatchToSpaceNDFixtureTest1() : BatchToSpaceNDFixture("[ 4, 2, 2, 1 ]", |
| "[ 1, 4, 4, 1 ]", |
| "[ 2,0,0,0, 2,0,0,0 ]", |
| "[ 0,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(BatchToSpaceNDTest1, BatchToSpaceNDFixtureTest1) |
| { |
| RunTest<4, armnn::DataType::Float32> |
| (0, |
| {{ "inputTensor", { // Batch 0, Height 0, Width (2) x Channel (1) |
| 1.0f, 3.0f, |
| // Batch 0, Height 1, Width (2) x Channel (1) |
| 9.0f, 11.0f, |
| |
| // Batch 1, Height 0, Width (2) x Channel (1) |
| 2.0f, 4.0f, |
| // Batch 1, Height 1, Width (2) x Channel (1) |
| 10.0f, 12.0f, |
| |
| // Batch 2, Height 0, Width (2) x Channel (1) |
| 5.0f, 7.0f, |
| // Batch 2, Height 1, Width (2) x Channel (1) |
| 13.0f, 15.0f, |
| |
| // Batch 3, Height 0, Width (2) x Channel (3) |
| 6.0f, 8.0f, |
| // Batch 3, Height 1, Width (2) x Channel (1) |
| 14.0f, 16.0f }}}, |
| {{ "outputTensor", { 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 }}}); |
| } |
| |
| struct BatchToSpaceNDFixtureTest2 : public BatchToSpaceNDFixture |
| { |
| BatchToSpaceNDFixtureTest2() : BatchToSpaceNDFixture("[ 4, 1, 1, 1 ]", |
| "[ 1, 2, 2, 1 ]", |
| "[ 2,0,0,0, 2,0,0,0 ]", |
| "[ 0,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseBatchToSpaceNDTest2, BatchToSpaceNDFixtureTest2) |
| { |
| RunTest<4, armnn::DataType::Float32> |
| (0, |
| {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f }}}, |
| {{ "outputTensor", { // Batch 0, Height 0, Width (2) x Channel (1) |
| 1.0f, 2.0f, 3.0f, 4.0f }}}); |
| } |
| |
| struct BatchToSpaceNDFixtureTest3 : public BatchToSpaceNDFixture |
| { |
| BatchToSpaceNDFixtureTest3() : BatchToSpaceNDFixture("[ 4, 1, 1, 3 ]", |
| "[ 1, 2, 2, 3 ]", |
| "[ 2,0,0,0, 2,0,0,0 ]", |
| "[ 0,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseBatchToSpaceNDTest3, BatchToSpaceNDFixtureTest3) |
| { |
| RunTest<4, armnn::DataType::Float32> |
| (0, |
| {{ "inputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}}, |
| {{ "outputTensor", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}}); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |