| // |
| // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ParserFlatbuffersFixture.hpp" |
| |
| |
| TEST_SUITE("TensorflowLiteParser_Mean") |
| { |
| struct MeanNoReduceFixture : public ParserFlatbuffersFixture |
| { |
| explicit MeanNoReduceFixture(const std::string & inputShape, |
| const std::string & outputShape, |
| const std::string & dimShape, |
| const std::string & dimData) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "MEAN" } ], |
| "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": )" + dimShape + R"( , |
| "type": "INT32", |
| "buffer": 2, |
| "name": "dimShape", |
| "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": )" + dimData + R"(, }, |
| ] |
| } |
| )"; |
| SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| } |
| }; |
| |
| struct SimpleMeanNoReduceFixture : public MeanNoReduceFixture |
| { |
| SimpleMeanNoReduceFixture() : MeanNoReduceFixture("[ 2, 2 ]", "[ 1, 1 ]", "[ 0 ]", "[ ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleMeanNoReduceFixture, "ParseMeanNoReduce") |
| { |
| RunTest<2, armnn::DataType::Float32>(0, {{ "inputTensor", { 1.0f, 1.0f, 2.0f, 2.0f } } }, |
| {{ "outputTensor", { 1.5f } } }); |
| } |
| |
| } |