diff options
Diffstat (limited to 'src/armnnTfLiteParser/test/SpaceToBatchND.cpp')
| -rw-r--r-- | src/armnnTfLiteParser/test/SpaceToBatchND.cpp | 178 |
1 files changed, 178 insertions, 0 deletions
diff --git a/src/armnnTfLiteParser/test/SpaceToBatchND.cpp b/src/armnnTfLiteParser/test/SpaceToBatchND.cpp new file mode 100644 index 0000000000..6ff4f53bfc --- /dev/null +++ b/src/armnnTfLiteParser/test/SpaceToBatchND.cpp @@ -0,0 +1,178 @@ +// +// 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 SpaceToBatchNDFixture : public ParserFlatbuffersFixture +{ + explicit SpaceToBatchNDFixture(const std::string & inputShape, + const std::string & outputShape, + const std::string & blockShapeData, + const std::string & padListData) + { + m_JsonString = R"( + { + "version": 3, + "operator_codes": [ { "builtin_code": "SPACE_TO_BATCH_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": "padListTensor", + "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": )" + padListData + R"(, }, + ] + } + )"; + Setup(); + } +}; + +struct SpaceToBatchNDFixtureSimpleTest : public SpaceToBatchNDFixture +{ + SpaceToBatchNDFixtureSimpleTest() : SpaceToBatchNDFixture("[ 1, 4, 4, 1 ]", + "[ 4, 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(SpaceToBatchNdSimpleTest, SpaceToBatchNDFixtureSimpleTest) +{ + 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, + 13.0f, 14.0f, 15.0f, 16.0f }}}, + {{ "outputTensor", { 1.0f, 3.0f, 9.0f, 11.0f, + 2.0f, 4.0f, 10.0f, 12.0f, + 5.0f, 7.0f, 13.0f, 15.0f, + 6.0f, 8.0f, 14.0f, 16.0f }}}); +} + + +struct SpaceToBatchNDFixtureMultipleInputBatchesTest : public SpaceToBatchNDFixture +{ + SpaceToBatchNDFixtureMultipleInputBatchesTest() : SpaceToBatchNDFixture("[ 2, 2, 4, 1 ]", + "[ 8, 1, 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(SpaceToBatchNdMultipleInputBatchesTest, SpaceToBatchNDFixtureMultipleInputBatchesTest) +{ + 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, + 13.0f, 14.0f, 15.0f, 16.0f }}}, + {{ "outputTensor", { 1.0f, 3.0f, 9.0f, 11.0f, + 2.0f, 4.0f, 10.0f, 12.0f, + 5.0f, 7.0f, 13.0f, 15.0f, + 6.0f, 8.0f, 14.0f, 16.0f }}}); +} + +struct SpaceToBatchNDFixturePaddingTest : public SpaceToBatchNDFixture +{ + SpaceToBatchNDFixturePaddingTest() : SpaceToBatchNDFixture("[ 1, 5, 2, 1 ]", + "[ 6, 2, 2, 1 ]", + "[ 3,0,0,0, 2,0,0,0 ]", + "[ 1,0,0,0, 0,0,0,0, 2,0,0,0, 0,0,0,0 ]") {} +}; + +BOOST_FIXTURE_TEST_CASE(SpaceToBatchNdPaddingTest, SpaceToBatchNDFixturePaddingTest) +{ + 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 }}}, + {{ "outputTensor", { 0.0f, 0.0f, + 0.0f, 5.0f, + + 0.0f, 0.0f, + 0.0f, 6.0f, + + 0.0f, 1.0f, + 0.0f, 7.0f, + + 0.0f, 2.0f, + 0.0f, 8.0f, + + 0.0f, 3.0f, + 0.0f, 9.0f, + + 0.0f, 4.0f, + 0.0f, 10.0f, }}}); +} + +BOOST_AUTO_TEST_SUITE_END() |