| // |
| // Copyright © 2020 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "armnnTfParser/ITfParser.hpp" |
| |
| #include "ParserPrototxtFixture.hpp" |
| #include <PrototxtConversions.hpp> |
| |
| #include <boost/test/unit_test.hpp> |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowParser) |
| |
| namespace { |
| // helper for setting the dimensions in prototxt |
| void shapeHelper(const armnn::TensorShape& shape, std::string& text){ |
| for(unsigned int i = 0; i < shape.GetNumDimensions(); ++i) { |
| text.append(R"(dim { |
| size: )"); |
| text.append(std::to_string(shape[i])); |
| text.append(R"( |
| })"); |
| } |
| } |
| |
| // helper for converting from integer to octal representation |
| void octalHelper(const std::vector<int>& content, std::string& text){ |
| for (unsigned int i = 0; i < content.size(); ++i) |
| { |
| text.append(armnnUtils::ConvertInt32ToOctalString(static_cast<int>(content[i]))); |
| } |
| } |
| } // namespace |
| |
| struct StridedSliceFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| { |
| StridedSliceFixture(const armnn::TensorShape& inputShape, |
| const std::vector<int>& beginData, |
| const std::vector<int>& endData, |
| const std::vector<int>& stridesData, |
| int beginMask = 0, |
| int endMask = 0, |
| int ellipsisMask = 0, |
| int newAxisMask = 0, |
| int shrinkAxisMask = 0) |
| { |
| m_Prototext = R"( |
| node { |
| name: "input" |
| op: "Placeholder" |
| attr { |
| key: "dtype" |
| value { |
| type: DT_FLOAT |
| } |
| } |
| attr { |
| key: "shape" |
| value { |
| shape {)"; |
| shapeHelper(inputShape, m_Prototext); |
| m_Prototext.append(R"( |
| } |
| } |
| } |
| } |
| node { |
| name: "begin" |
| op: "Const" |
| attr { |
| key: "dtype" |
| value { |
| type: DT_INT32 |
| } |
| } |
| attr { |
| key: "value" |
| value { |
| tensor { |
| dtype: DT_INT32 |
| tensor_shape { |
| dim { |
| size: )"); |
| m_Prototext += std::to_string(beginData.size()); |
| m_Prototext.append(R"( |
| } |
| } |
| tensor_content: ")"); |
| octalHelper(beginData, m_Prototext); |
| m_Prototext.append(R"(" |
| } |
| } |
| } |
| } |
| node { |
| name: "end" |
| op: "Const" |
| attr { |
| key: "dtype" |
| value { |
| type: DT_INT32 |
| } |
| } |
| attr { |
| key: "value" |
| value { |
| tensor { |
| dtype: DT_INT32 |
| tensor_shape { |
| dim { |
| size: )"); |
| m_Prototext += std::to_string(endData.size()); |
| m_Prototext.append(R"( |
| } |
| } |
| tensor_content: ")"); |
| octalHelper(endData, m_Prototext); |
| m_Prototext.append(R"(" |
| } |
| } |
| } |
| } |
| node { |
| name: "strides" |
| op: "Const" |
| attr { |
| key: "dtype" |
| value { |
| type: DT_INT32 |
| } |
| } |
| attr { |
| key: "value" |
| value { |
| tensor { |
| dtype: DT_INT32 |
| tensor_shape { |
| dim { |
| size: )"); |
| m_Prototext += std::to_string(stridesData.size()); |
| m_Prototext.append(R"( |
| } |
| } |
| tensor_content: ")"); |
| octalHelper(stridesData, m_Prototext); |
| m_Prototext.append(R"(" |
| } |
| } |
| } |
| } |
| node { |
| name: "output" |
| op: "StridedSlice" |
| input: "input" |
| input: "begin" |
| input: "end" |
| input: "strides" |
| attr { |
| key: "begin_mask" |
| value { |
| i: )"); |
| m_Prototext += std::to_string(beginMask); |
| m_Prototext.append(R"( |
| } |
| } |
| attr { |
| key: "end_mask" |
| value { |
| i: )"); |
| m_Prototext += std::to_string(endMask); |
| m_Prototext.append(R"( |
| } |
| } |
| attr { |
| key: "ellipsis_mask" |
| value { |
| i: )"); |
| m_Prototext += std::to_string(ellipsisMask); |
| m_Prototext.append(R"( |
| } |
| } |
| attr { |
| key: "new_axis_mask" |
| value { |
| i: )"); |
| m_Prototext += std::to_string(newAxisMask); |
| m_Prototext.append(R"( |
| } |
| } |
| attr { |
| key: "shrink_axis_mask" |
| value { |
| i: )"); |
| m_Prototext += std::to_string(shrinkAxisMask); |
| m_Prototext.append(R"( |
| } |
| } |
| })"); |
| |
| Setup({ { "input", inputShape } }, { "output" }); |
| } |
| }; |
| |
| struct StridedSlice4DFixture : StridedSliceFixture |
| { |
| StridedSlice4DFixture() : StridedSliceFixture({ 3, 2, 3, 1 }, // inputShape |
| { 1, 0, 0, 0 }, // beginData |
| { 2, 2, 3, 1 }, // endData |
| { 1, 1, 1, 1 } // stridesData |
| ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(StridedSlice4D, StridedSlice4DFixture) |
| { |
| RunTest<4>( |
| {{"input", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| {{"output", { 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f }}}); |
| } |
| |
| struct StridedSlice4DReverseFixture : StridedSliceFixture |
| { |
| |
| StridedSlice4DReverseFixture() : StridedSliceFixture({ 3, 2, 3, 1 }, // inputShape |
| { 1, -1, 0, 0 }, // beginData |
| { 2, -3, 3, 1 }, // endData |
| { 1, -1, 1, 1 } // stridesData |
| ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(StridedSlice4DReverse, StridedSlice4DReverseFixture) |
| { |
| RunTest<4>( |
| {{"input", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| {{"output", { 4.0f, 4.0f, 4.0f, 3.0f, 3.0f, 3.0f }}}); |
| } |
| |
| struct StridedSliceSimpleStrideFixture : StridedSliceFixture |
| { |
| StridedSliceSimpleStrideFixture() : StridedSliceFixture({ 3, 2, 3, 1 }, // inputShape |
| { 0, 0, 0, 0 }, // beginData |
| { 3, 2, 3, 1 }, // endData |
| { 2, 2, 2, 1 } // stridesData |
| ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(StridedSliceSimpleStride, StridedSliceSimpleStrideFixture) |
| { |
| RunTest<4>( |
| {{"input", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| {{"output", { 1.0f, 1.0f, |
| 5.0f, 5.0f }}}); |
| } |
| |
| struct StridedSliceSimpleRangeMaskFixture : StridedSliceFixture |
| { |
| StridedSliceSimpleRangeMaskFixture() : StridedSliceFixture({ 3, 2, 3, 1 }, // inputShape |
| { 1, 1, 1, 1 }, // beginData |
| { 1, 1, 1, 1 }, // endData |
| { 1, 1, 1, 1 }, // stridesData |
| (1 << 4) - 1, // beginMask |
| (1 << 4) - 1 // endMask |
| ) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(StridedSliceSimpleRangeMask, StridedSliceSimpleRangeMaskFixture) |
| { |
| RunTest<4>( |
| {{"input", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}, |
| {{"output", { 1.0f, 1.0f, 1.0f, 2.0f, 2.0f, 2.0f, |
| 3.0f, 3.0f, 3.0f, 4.0f, 4.0f, 4.0f, |
| 5.0f, 5.0f, 5.0f, 6.0f, 6.0f, 6.0f }}}); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |