| // |
| // 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 StridedSliceFixture : public ParserFlatbuffersFixture |
| { |
| explicit StridedSliceFixture(const std::string & inputShape, |
| const std::string & outputShape, |
| const std::string & beginData, |
| const std::string & endData, |
| const std::string & stridesData, |
| int beginMask = 0, |
| int endMask = 0) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "STRIDED_SLICE" } ], |
| "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": [ 4 ], |
| "type": "INT32", |
| "buffer": 1, |
| "name": "beginTensor", |
| "quantization": { |
| } |
| }, |
| { |
| "shape": [ 4 ], |
| "type": "INT32", |
| "buffer": 2, |
| "name": "endTensor", |
| "quantization": { |
| } |
| }, |
| { |
| "shape": [ 4 ], |
| "type": "INT32", |
| "buffer": 3, |
| "name": "stridesTensor", |
| "quantization": { |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"( , |
| "type": "FLOAT32", |
| "buffer": 4, |
| "name": "outputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| } |
| ], |
| "inputs": [ 0, 1, 2, 3 ], |
| "outputs": [ 4 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0, 1, 2, 3 ], |
| "outputs": [ 4 ], |
| "builtin_options_type": "StridedSliceOptions", |
| "builtin_options": { |
| "begin_mask": )" + std::to_string(beginMask) + R"(, |
| "end_mask": )" + std::to_string(endMask) + R"( |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { "data": )" + beginData + R"(, }, |
| { "data": )" + endData + R"(, }, |
| { "data": )" + stridesData + R"(, }, |
| { } |
| ] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| struct StridedSlice4DFixture : StridedSliceFixture |
| { |
| StridedSlice4DFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", // inputShape |
| "[ 1, 2, 3, 1 ]", // outputShape |
| "[ 1,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]", // beginData |
| "[ 2,0,0,0, 2,0,0,0, 3,0,0,0, 1,0,0,0 ]", // endData |
| "[ 1,0,0,0, 1,0,0,0, 1,0,0,0, 1,0,0,0 ]" // stridesData |
| ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(StridedSlice4D, StridedSlice4DFixture) |
| { |
| RunTest<4, armnn::DataType::Float32>( |
| 0, |
| {{"inputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| |
| {{"outputTensor", { 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f }}}); |
| } |
| |
| struct StridedSlice4DReverseFixture : StridedSliceFixture |
| { |
| StridedSlice4DReverseFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", // inputShape |
| "[ 1, 2, 3, 1 ]", // outputShape |
| "[ 1,0,0,0, " |
| "255,255,255,255, " |
| "0,0,0,0, " |
| "0,0,0,0 ]", // beginData [ 1 -1 0 0 ] |
| "[ 2,0,0,0, " |
| "253,255,255,255, " |
| "3,0,0,0, " |
| "1,0,0,0 ]", // endData [ 2 -3 3 1 ] |
| "[ 1,0,0,0, " |
| "255,255,255,255, " |
| "1,0,0,0, " |
| "1,0,0,0 ]" // stridesData [ 1 -1 1 1 ] |
| ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(StridedSlice4DReverse, StridedSlice4DReverseFixture) |
| { |
| RunTest<4, armnn::DataType::Float32>( |
| 0, |
| {{"inputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| |
| {{"outputTensor", { 4.0f, 4.0f, 4.0f, 3.0f, 3.0f, 3.0f }}}); |
| } |
| |
| struct StridedSliceSimpleStrideFixture : StridedSliceFixture |
| { |
| StridedSliceSimpleStrideFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", // inputShape |
| "[ 2, 1, 2, 1 ]", // outputShape |
| "[ 0,0,0,0, 0,0,0,0, 0,0,0,0, 0,0,0,0 ]", // beginData |
| "[ 3,0,0,0, 2,0,0,0, 3,0,0,0, 1,0,0,0 ]", // endData |
| "[ 2,0,0,0, 2,0,0,0, 2,0,0,0, 1,0,0,0 ]" // stridesData |
| ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(StridedSliceSimpleStride, StridedSliceSimpleStrideFixture) |
| { |
| RunTest<4, armnn::DataType::Float32>( |
| 0, |
| {{"inputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| |
| {{"outputTensor", { 1.0f, 1.0f, |
| |
| 5.0f, 5.0f }}}); |
| } |
| |
| struct StridedSliceSimpleRangeMaskFixture : StridedSliceFixture |
| { |
| StridedSliceSimpleRangeMaskFixture() : StridedSliceFixture("[ 3, 2, 3, 1 ]", // inputShape |
| "[ 3, 2, 3, 1 ]", // outputShape |
| "[ 1,0,0,0, 1,0,0,0, 1,0,0,0, 1,0,0,0 ]", // beginData |
| "[ 1,0,0,0, 1,0,0,0, 1,0,0,0, 1,0,0,0 ]", // endData |
| "[ 1,0,0,0, 1,0,0,0, 1,0,0,0, 1,0,0,0 ]", // stridesData |
| (1 << 4) - 1, // beginMask |
| (1 << 4) - 1 // endMask |
| ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(StridedSliceSimpleRangeMask, StridedSliceSimpleRangeMaskFixture) |
| { |
| RunTest<4, armnn::DataType::Float32>( |
| 0, |
| {{"inputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| |
| {{"outputTensor", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |