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openvino/docs/template_plugin/tests/functional/op_reference/cum_sum.cpp
Ilya Lavrenov 65dcffe913 Reference tests use OpenVINO 2.0 headers and namespaces (#7700) 
* Reference tests via OpenVINO 2.0

* Migrated to new API acos test

* Fixed other tests compilation

* Fixed tests

* Reference tests use ov::

* Fixed compilation
2021-09-28 19:19:08 +03:00

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// Copyright (C) 2018-2021 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
#include <gtest/gtest.h>
#include "openvino/op/cum_sum.hpp"
#include "base_reference_test.hpp"
using namespace reference_tests;
using namespace ov;
namespace {
struct CumSumParams {
// Custom axis input and attributes
template <class IT, class AT>
CumSumParams(const PartialShape& shape, const element::Type& iType, const std::vector<IT>& iValues, const std::vector<IT>& oValues, const bool execlusive,
const bool reverse, const element::Type& axisType, AT axisVal, const PartialShape& axisShape)
: execlusive(execlusive),
reverse(reverse),
axisValue(axisVal),
axisShape(axisShape),
inShape(shape),
axisType(axisType),
inType(iType),
outType(iType),
axisData(CreateTensor(axisType, std::vector<AT> {axisVal})),
inputData(CreateTensor(iType, iValues)),
refData(CreateTensor(iType, oValues)),
testDefaults(false) {}
// Default axis input and attributes
template <class IT>
CumSumParams(const PartialShape& shape, const element::Type& iType, const std::vector<IT>& iValues, const std::vector<IT>& oValues)
: inShape(shape),
axisType(element::i32),
inType(iType),
outType(iType),
inputData(CreateTensor(iType, iValues)),
refData(CreateTensor(iType, oValues)),
testDefaults(true) {}
bool execlusive = false;
bool reverse = false;
int64_t axisValue = 0;
PartialShape axisShape;
PartialShape inShape;
element::Type axisType;
element::Type inType;
element::Type outType;
ov::runtime::Tensor axisData;
ov::runtime::Tensor inputData;
ov::runtime::Tensor refData;
bool testDefaults = false;
};
class ReferenceCumSumLayerTest : public testing::TestWithParam<CumSumParams>, public CommonReferenceTest {
public:
void SetUp() override {
auto params = GetParam();
if (params.testDefaults) {
function = CreateFunction(params.inShape, params.inType);
inputData = {params.inputData};
refOutData = {params.refData};
} else {
function = CreateFunction(params.inShape, params.inType, params.axisShape, params.axisType, params.execlusive, params.reverse);
inputData = {params.inputData, params.axisData};
refOutData = {params.refData};
}
}
static std::string getTestCaseName(const testing::TestParamInfo<CumSumParams>& obj) {
auto param = obj.param;
std::ostringstream result;
result << "testDefaults=" << param.testDefaults << "_";
result << "axisValue=" << param.axisValue << "_";
result << "execlusive=" << param.execlusive << "_";
result << "reverse=" << param.reverse << "_";
result << "inShape=" << param.inShape << "_";
result << "iType=" << param.inType << "_";
result << "axisType=" << param.axisType << "_";
result << "oType=" << param.outType;
return result.str();
}
private:
static std::shared_ptr<Function> CreateFunction(const PartialShape& data_shape, const element::Type& data_type, const PartialShape& axis_shape,
const element::Type& axis_type, const bool execlusive, const bool reverse) {
const auto data_param = std::make_shared<op::v0::Parameter>(data_type, data_shape);
const auto axis_param = std::make_shared<op::v0::Parameter>(axis_type, axis_shape);
const auto cum_sum = std::make_shared<op::v0::CumSum>(data_param, axis_param, execlusive, reverse);
return std::make_shared<ov::Function>(NodeVector {cum_sum}, ParameterVector {data_param, axis_param});
}
static std::shared_ptr<Function> CreateFunction(const PartialShape& data_shape, const element::Type& data_type) {
const auto data_param = std::make_shared<op::v0::Parameter>(data_type, data_shape);
const auto cum_sum = std::make_shared<op::v0::CumSum>(data_param);
return std::make_shared<ov::Function>(NodeVector {cum_sum}, ParameterVector {data_param});
}
};
TEST_P(ReferenceCumSumLayerTest, CompareWithHardcodedRefs) {
Exec();
}
template <element::Type_t IN_ET>
std::vector<CumSumParams> generateCumSumParams(const element::Type& type) {
using T = typename element_type_traits<IN_ET>::value_type;
std::vector<CumSumParams> opParams {
// Default axis input and attributes
CumSumParams(PartialShape {1}, type, std::vector<T> {3}, std::vector<T> {3}),
CumSumParams(PartialShape {6}, type, std::vector<T> {1, 2, 3, 4, 5, 6}, std::vector<T> {1, 3, 6, 10, 15, 21}),
CumSumParams(PartialShape {2, 4}, type, std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7}, std::vector<T> {0, 1, 2, 3, 4, 6, 8, 10}),
// Custom axis input and attributes
CumSumParams(PartialShape {6}, type, std::vector<T> {1, 2, 3, 4, 5, 6}, std::vector<T> {1, 3, 6, 10, 15, 21}, false, false, element::i32, int32_t(0),
PartialShape {}), // axis i32
CumSumParams(PartialShape {6}, type, std::vector<T> {1, 2, 3, 4, 5, 6}, std::vector<T> {1, 3, 6, 10, 15, 21}, false, false, element::i64, int64_t(0),
PartialShape {}), // axis i64
CumSumParams(PartialShape {6}, type, std::vector<T> {1, 2, 3, 4, 5, 6}, std::vector<T> {21, 20, 18, 15, 11, 6}, false, true, element::i64, int64_t(0),
PartialShape {}),
CumSumParams(PartialShape {6}, type, std::vector<T> {1, 2, 3, 4, 5, 6}, std::vector<T> {0, 1, 3, 6, 10, 15}, true, false, element::i64, int64_t(0),
PartialShape {}),
CumSumParams(PartialShape {6}, type, std::vector<T> {1, 2, 3, 4, 5, 6}, std::vector<T> {20, 18, 15, 11, 6, 0}, true, true, element::i64, int64_t(0),
PartialShape {}),
CumSumParams(PartialShape {2, 4}, type, std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7}, std::vector<T> {0, 1, 2, 3, 4, 6, 8, 10}, false, false, element::i32,
int32_t(0), PartialShape {}),
CumSumParams(PartialShape {2, 4}, type, std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7}, std::vector<T> {4, 6, 8, 10, 4, 5, 6, 7}, false, true, element::i32,
int32_t(0), PartialShape {}),
CumSumParams(PartialShape {2, 4}, type, std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7}, std::vector<T> {0, 0, 0, 0, 0, 1, 2, 3}, true, false, element::i32,
int32_t(0), PartialShape {}),
CumSumParams(PartialShape {2, 4}, type, std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7}, std::vector<T> {4, 5, 6, 7, 0, 0, 0, 0}, true, true, element::i32,
int32_t(0), PartialShape {}),
CumSumParams(PartialShape {2, 4}, type, std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7}, std::vector<T> {0, 1, 3, 6, 4, 9, 15, 22}, false, false, element::i32,
int32_t(1), PartialShape {}),
CumSumParams(PartialShape {2, 4}, type, std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7}, std::vector<T> {0, 0, 1, 3, 0, 4, 9, 15}, true, false, element::i32,
int32_t(1), PartialShape {}),
CumSumParams(PartialShape {2, 4}, type, std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7}, std::vector<T> {6, 6, 5, 3, 22, 18, 13, 7}, false, true, element::i32,
int32_t(1), PartialShape {}),
CumSumParams(PartialShape {2, 4}, type, std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7}, std::vector<T> {6, 5, 3, 0, 18, 13, 7, 0}, true, true, element::i32,
int32_t(1), PartialShape {}),
CumSumParams(PartialShape {3, 2, 4}, type,
std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7,
8, 9, 10, 11, 12, 13, 14, 15,
16, 17, 18, 19, 20, 21, 22, 23},
std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7,
8, 10, 12, 14, 16, 18, 20, 22,
24, 27, 30, 33, 36, 39, 42, 45},
false, false, element::i32, int32_t(0), PartialShape {}),
CumSumParams(PartialShape {3, 2, 4}, type,
std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7,
8, 9, 10, 11, 12, 13, 14, 15,
16, 17, 18, 19, 20, 21, 22, 23},
std::vector<T> {0, 1, 2, 3, 4, 6, 8, 10,
8, 9, 10, 11, 20, 22, 24, 26,
16, 17, 18, 19, 36, 38, 40, 42},
false, false, element::i32, int32_t(1), PartialShape {}),
CumSumParams(PartialShape {3, 2, 4}, type,
std::vector<T> {0, 1, 2, 3, 4, 5, 6, 7,
8, 9, 10, 11, 12, 13, 14, 15,
16, 17, 18, 19, 20, 21, 22, 23},
std::vector<T> {0, 1, 3, 6, 4, 9, 15, 22,
8, 17, 27, 38, 12, 25, 39, 54,
16, 33, 51, 70, 20, 41, 63, 86},
false, false, element::i32, int32_t(2), PartialShape {}),
};
return opParams;
}
std::vector<CumSumParams> generateCumSumCombinedParams() {
const std::vector<std::vector<CumSumParams>> opTypeParams {
generateCumSumParams<element::Type_t::bf16>(element::bf16), generateCumSumParams<element::Type_t::f16>(element::f16),
generateCumSumParams<element::Type_t::f32>(element::f32), generateCumSumParams<element::Type_t::i32>(element::i32),
generateCumSumParams<element::Type_t::i64>(element::i64), generateCumSumParams<element::Type_t::u32>(element::u32),
generateCumSumParams<element::Type_t::i8>(element::i8)};
std::vector<CumSumParams> combinedParams;
std::for_each(opTypeParams.begin(), opTypeParams.end(), [&](std::vector<CumSumParams> params) {
combinedParams.insert(combinedParams.end(), params.begin(), params.end());
});
return combinedParams;
}
INSTANTIATE_TEST_SUITE_P(smoke_CumSum_With_Hardcoded_Refs, ReferenceCumSumLayerTest, ::testing::ValuesIn(generateCumSumCombinedParams()),
ReferenceCumSumLayerTest::getTestCaseName);
} // namespace
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