| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // See LICENSE file in the project root for full license information. |
| // |
| |
| #include <boost/test/unit_test.hpp> |
| #include "ParserFlatbuffersFixture.hpp" |
| #include "../TfLiteParser.hpp" |
| |
| #include <string> |
| #include <iostream> |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowLiteParser) |
| |
| struct SqueezeFixture : public ParserFlatbuffersFixture |
| { |
| explicit SqueezeFixture(const std::string& inputShape, |
| const std::string& outputShape, |
| const std::string& squeezeDims) |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ { "builtin_code": "SQUEEZE" } ], |
| "subgraphs": [ { |
| "tensors": [ |
| {)"; |
| m_JsonString += R"( |
| "shape" : )" + inputShape + ","; |
| m_JsonString += R"( |
| "type": "UINT8", |
| "buffer": 0, |
| "name": "inputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| }, |
| {)"; |
| m_JsonString += R"( |
| "shape" : )" + outputShape; |
| m_JsonString += R"(, |
| "type": "UINT8", |
| "buffer": 1, |
| "name": "outputTensor", |
| "quantization": { |
| "min": [ 0.0 ], |
| "max": [ 255.0 ], |
| "scale": [ 1.0 ], |
| "zero_point": [ 0 ], |
| } |
| } |
| ], |
| "inputs": [ 0 ], |
| "outputs": [ 1 ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ 0 ], |
| "outputs": [ 1 ], |
| "builtin_options_type": "SqueezeOptions", |
| "builtin_options": {)"; |
| if (!squeezeDims.empty()) |
| { |
| m_JsonString += R"("squeeze_dims" : )" + squeezeDims; |
| } |
| m_JsonString += R"(}, |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| } ], |
| "buffers" : [ {}, {} ] |
| } |
| )"; |
| } |
| }; |
| |
| struct SqueezeFixtureWithSqueezeDims : SqueezeFixture |
| { |
| SqueezeFixtureWithSqueezeDims() : SqueezeFixture("[ 1, 2, 2, 1 ]", "[ 2, 2, 1 ]", "[ 0, 1, 2 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseSqueezeWithSqueezeDims, SqueezeFixtureWithSqueezeDims) |
| { |
| SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| RunTest<3, uint8_t>(0, { 1, 2, 3, 4 }, { 1, 2, 3, 4 }); |
| BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
| == armnn::TensorShape({2,2,1}))); |
| |
| } |
| |
| struct SqueezeFixtureWithoutSqueezeDims : SqueezeFixture |
| { |
| SqueezeFixtureWithoutSqueezeDims() : SqueezeFixture("[ 1, 2, 2, 1 ]", "[ 2, 2 ]", "") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseSqueezeWithoutSqueezeDims, SqueezeFixtureWithoutSqueezeDims) |
| { |
| SetupSingleInputSingleOutput("inputTensor", "outputTensor"); |
| RunTest<2, uint8_t>(0, { 1, 2, 3, 4 }, { 1, 2, 3, 4 }); |
| BOOST_TEST((m_Parser->GetNetworkOutputBindingInfo(0, "outputTensor").second.GetShape() |
| == armnn::TensorShape({2,2}))); |
| } |
| |
| struct SqueezeFixtureWithInvalidInput : SqueezeFixture |
| { |
| SqueezeFixtureWithInvalidInput() : SqueezeFixture("[ 1, 2, 2, 1, 2 ]", "[ 1, 2, 2, 1 ]", "[ ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseSqueezeInvalidInput, SqueezeFixtureWithInvalidInput) |
| { |
| BOOST_CHECK_THROW((SetupSingleInputSingleOutput("inputTensor", "outputTensor")), |
| armnn::InvalidArgumentException); |
| } |
| |
| struct SqueezeFixtureWithSqueezeDimsSizeInvalid : SqueezeFixture |
| { |
| SqueezeFixtureWithSqueezeDimsSizeInvalid() : SqueezeFixture("[ 1, 2, 2, 1 ]", |
| "[ 1, 2, 2, 1 ]", |
| "[ 1, 2, 2, 2, 2 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseSqueezeInvalidSqueezeDims, SqueezeFixtureWithSqueezeDimsSizeInvalid) |
| { |
| BOOST_CHECK_THROW((SetupSingleInputSingleOutput("inputTensor", "outputTensor")), armnn::ParseException); |
| } |
| |
| |
| struct SqueezeFixtureWithNegativeSqueezeDims : SqueezeFixture |
| { |
| SqueezeFixtureWithNegativeSqueezeDims() : SqueezeFixture("[ 1, 2, 2, 1 ]", |
| "[ 1, 2, 2, 1 ]", |
| "[ -2 , 2 ]") {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseSqueezeNegativeSqueezeDims, SqueezeFixtureWithNegativeSqueezeDims) |
| { |
| BOOST_CHECK_THROW((SetupSingleInputSingleOutput("inputTensor", "outputTensor")), armnn::ParseException); |
| } |
| |
| |
| BOOST_AUTO_TEST_SUITE_END() |