| // |
| // Copyright © 2021 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| #include "ParserFlatbuffersFixture.hpp" |
| #include "../TfLiteParser.hpp" |
| |
| #include <string> |
| #include <iostream> |
| |
| TEST_SUITE("TensorflowLiteParser_ExpandDims") |
| { |
| struct ExpandDimsFixture : public ParserFlatbuffersFixture |
| { |
| explicit ExpandDimsFixture(const std::string& inputShape, |
| const std::string& outputShape, |
| const std::string& axis) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "EXPAND_DIMS" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| { |
| "shape": )" + inputShape + R"(, |
| "type": "UINT8", |
| "buffer": 0, |
| "name": "inputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + outputShape + R"( , |
| "type": "UINT8", |
| "buffer": 1, |
| "name": "outputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": [ 1 ], |
| "type": "UINT8", |
| "buffer": 2, |
| "name": "expand_dims", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| ], |
| "inputs": [ 0 ], |
| "outputs": [ 1 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0 , 2 ], |
| "outputs": [ 1 ], |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { }, |
| { "data": )" + axis + R"(, }, |
| ] |
| } |
| )"; |
| SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| } |
| }; |
| |
| struct ExpandDimsFixture3dto4Daxis0 : ExpandDimsFixture |
| { |
| ExpandDimsFixture3dto4Daxis0() : ExpandDimsFixture("[ 2, 2, 1 ]", "[ 1, 2, 2, 1 ]", "[ 0, 0, 0, 0 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(ExpandDimsFixture3dto4Daxis0, "ParseExpandDims3Dto4Daxis0") |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>(0, {{ "inputTensor", { 1, 2, 3, 4 } } }, |
| {{ "outputTensor", { 1, 2, 3, 4 } } }); |
| } |
| |
| struct ExpandDimsFixture3dto4Daxis3 : ExpandDimsFixture |
| { |
| ExpandDimsFixture3dto4Daxis3() : ExpandDimsFixture("[ 1, 2, 2 ]", "[ 1, 2, 2, 1 ]", "[ 3, 0, 0, 0 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(ExpandDimsFixture3dto4Daxis3, "ParseExpandDims3Dto4Daxis3") |
| { |
| RunTest<4, armnn::DataType::QAsymmU8>(0, {{ "inputTensor", { 1, 2, 3, 4 } } }, |
| {{ "outputTensor", { 1, 2, 3, 4 } } }); |
| } |
| |
| } |