| // |
| // Copyright © 2022 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ParserFlatbuffersFixture.hpp" |
| |
| TEST_SUITE("TensorflowLiteParser_BatchMatMul") |
| { |
| struct BatchMatMulFixture : public ParserFlatbuffersFixture |
| { |
| explicit BatchMatMulFixture(const std::string &inputXShape, |
| const std::string &inputYShape, |
| const std::string &outputShape, |
| const std::string &tranX, |
| const std::string &tranY) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "BATCH_MATMUL" } ], |
| "subgraphs": [ |
| { |
| "tensors": [ |
| { |
| "shape": )" + inputXShape + R"(, |
| "type": "FLOAT32", |
| "buffer": 0, |
| "name": "inputXTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| { |
| "shape": )" + inputYShape + R"(, |
| "type": "FLOAT32", |
| "buffer": 1, |
| "name": "inputYTensor", |
| "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": [ 0, 1 ], |
| "outputs": [ 2 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0 , 1 ], |
| "outputs": [ 2 ], |
| "builtin_options_type": "BatchMatMulOptions", |
| "builtin_options": { |
| adj_x: )" + tranX + R"(, |
| adj_y: )" + tranY + R"(, |
| "asymmetric_quantize_inputs": false |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ] |
| } |
| ], |
| "buffers": [{},{}] |
| } |
| )"; |
| Setup(); |
| } |
| }; |
| |
| struct BatchMatMulParamsFixture : BatchMatMulFixture |
| { |
| BatchMatMulParamsFixture() |
| : BatchMatMulFixture("[ 1, 3, 3 ]", |
| "[ 1, 3, 3 ]", |
| "[ 1, 3, 3 ]", |
| "false", |
| "true") |
| {} |
| }; |
| |
| TEST_CASE_FIXTURE(BatchMatMulParamsFixture, "ParseBatchMatMulParams") |
| { |
| RunTest<3, armnn::DataType::Float32>( |
| 0, |
| {{"inputXTensor", {2.0f, 3.0f, 5.0f, |
| 8.0f, 13.0f, 21.0f, |
| 34.0f, 55.0f, 89.0f}}, |
| {"inputYTensor", {0.0f, 1.0f, 1.0f, |
| 1.0f, 0.0f, 1.0f, |
| 1.0f, 1.0f, 0.0f}}}, |
| {{"outputTensor", {8.0f, 7.0f, 5.0f, |
| 34.0f, 29.0f, 21.0f, |
| 144.0f, 123.0f, 89.0f}}} |
| ); |
| } |
| |
| } |