| // |
| // 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> |
| |
| using armnnTfLiteParser::TfLiteParser; |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| |
| struct ResizeBilinearFixture : public ParserFlatbuffersFixture |
| { |
| explicit ResizeBilinearFixture(const std::string & inputShape, |
| const std::string & outputShape, |
| const std::string & sizeShape, |
| const std::string & sizeData) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "RESIZE_BILINEAR" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + sizeShape + R"( , |
| "type": "INT32", |
| "buffer": 0, |
| "name": "sizeTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + inputShape + R"(, |
| "type": "FLOAT32", |
| "buffer": 1, |
| "name": "InputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"( , |
| "type": "FLOAT32", |
| "buffer": 2, |
| "name": "OutputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| } |
| ], |
| "inputs": [ 1 ], |
| "outputs": [ 2 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 1, 0 ], |
| "outputs": [ 2 ], |
| "builtin_options_type": "ResizeBilinearOptions", |
| "builtin_options": { |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { "data": )" + sizeData + R"(, }, |
| { }, |
| { }, |
| ] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| |
| struct SimpleResizeBilinearFixture : ResizeBilinearFixture |
| { |
| SimpleResizeBilinearFixture() |
| : ResizeBilinearFixture("[ 1, 3, 3, 1 ]", // inputShape |
| "[ 1, 5, 5, 1 ]", // outputShape |
| "[ 2 ]", // sizeShape |
| "[ 5,0,0,0, 5,0,0,0 ]") // sizeData |
| {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseResizeBilinear, SimpleResizeBilinearFixture) |
| { |
| RunTest<4, armnn::DataType::Float32>( |
| 0, |
| {{"InputTensor", { 0.0f, 1.0f, 2.0f, |
| 3.0f, 4.0f, 5.0f, |
| 6.0f, 7.0f, 8.0f }}}, |
| {{"OutputTensor", { 0.0f, 0.6f, 1.2f, 1.8f, 2.0f, |
| 1.8f, 2.4f, 3.0f, 3.6f, 3.8f, |
| 3.6f, 4.2f, 4.8f, 5.4f, 5.6f, |
| 5.4f, 6.0f, 6.6f, 7.2f, 7.4f, |
| 6.0f, 6.6f, 7.2f, 7.8f, 8.0f }}} |
| ); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |