| // |
| // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ParserFlatbuffersFixture.hpp" |
| |
| |
| TEST_SUITE("TensorflowLiteParser_Reduce") |
| { |
| struct ReduceMaxFixture : public ParserFlatbuffersFixture |
| { |
| explicit ReduceMaxFixture(const std::string& inputShape, |
| const std::string& outputShape, |
| const std::string& axisShape, |
| const std::string& axisData) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "REDUCE_MAX" } ], |
| "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": )" + axisShape + R"( , |
| "type": "INT32", |
| "buffer": 2, |
| "name": "axis", |
| "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 ], |
| "builtin_options_type": "ReducerOptions", |
| "builtin_options": { |
| "keep_dims": true, |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { }, |
| { "data": )" + axisData + R"(, }, |
| ] |
| } |
| )"; |
| SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| } |
| }; |
| |
| struct SimpleReduceMaxFixture : public ReduceMaxFixture |
| { |
| SimpleReduceMaxFixture() : ReduceMaxFixture("[ 1, 1, 2, 3 ]", "[ 1, 1, 1, 3 ]", "[ 1 ]", "[ 2,0,0,0 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleReduceMaxFixture, "ParseReduceMax") |
| { |
| RunTest<4, armnn::DataType::Float32, armnn::DataType::Float32> |
| (0, {{ "inputTensor", { 1001.0f, 11.0f, 1003.0f, |
| 10.0f, 1002.0f, 12.0f } } }, |
| {{ "outputTensor", { 1001.0f, 1002.0f, 1003.0f } } }); |
| } |
| |
| struct ReduceMinFixture : public ParserFlatbuffersFixture |
| { |
| explicit ReduceMinFixture(const std::string& inputShape, |
| const std::string& outputShape, |
| const std::string& axisShape, |
| const std::string& axisData) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "REDUCE_MIN" } ], |
| "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": )" + axisShape + R"( , |
| "type": "INT32", |
| "buffer": 2, |
| "name": "axis", |
| "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 ], |
| "builtin_options_type": "ReducerOptions", |
| "builtin_options": { |
| "keep_dims": true, |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ |
| { }, |
| { }, |
| { "data": )" + axisData + R"(, }, |
| ] |
| } |
| )"; |
| SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| } |
| }; |
| |
| struct SimpleReduceMinFixture : public ReduceMinFixture |
| { |
| SimpleReduceMinFixture() : ReduceMinFixture("[ 1, 1, 2, 3 ]", "[ 1, 1, 1, 3 ]", "[ 1 ]", "[ 2, 0, 0, 0 ]") {} |
| }; |
| |
| TEST_CASE_FIXTURE(SimpleReduceMinFixture, "ParseReduceMin") |
| { |
| RunTest<4, armnn::DataType::Float32, armnn::DataType::Float32> |
| (0, {{ "inputTensor", { 1001.0f, 11.0f, 1003.0f, |
| 10.0f, 1002.0f, 12.0f } } }, |
| {{ "outputTensor", { 10.0f, 11.0f, 12.0f } } }); |
| } |
| |
| } |