4c722e025b
* Add test cases for PReLU in cpu plugin * For case when slope is vector * Add Bucketize and NonZero template plugin reference tests * Apply supported types for NonZero * Edit float_t and double_t to float and double * Edit std::vector<bool> to std::vector<char>
263 lines
15 KiB
C++
263 lines
15 KiB
C++
// Copyright (C) 2021 Intel Corporation
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// SPDX-License-Identifier: Apache-2.0
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//
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#include <gtest/gtest.h>
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#include <random>
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#include "openvino/op/non_zero.hpp"
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#include "base_reference_test.hpp"
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using namespace reference_tests;
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using namespace ov;
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namespace {
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struct NonZeroParams {
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template <class IT, class OT>
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NonZeroParams(const PartialShape& dynamicShape, const PartialShape& inputShape,
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const element::Type& inType, const element::Type& refType,
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const std::vector<IT>& inputData, const std::vector<OT>& refData,
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const std::string& test_name = "")
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: dynamicShape(dynamicShape),
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inputShape(inputShape),
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inType(inType),
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refType(refType),
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inputData(CreateTensor(inType, inputData)),
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refData(CreateTensor(refType, refData)),
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testcaseName(test_name) {}
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PartialShape dynamicShape;
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PartialShape inputShape;
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element::Type inType;
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element::Type refType;
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runtime::Tensor inputData;
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runtime::Tensor refData;
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std::string testcaseName;
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};
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class ReferenceNonZeroLayerTest : public testing::TestWithParam<NonZeroParams>, public CommonReferenceTest {
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public:
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void SetUp() override {
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auto params = GetParam();
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function = CreateFunction(params.dynamicShape, params.inType, params.refType);
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inputData = {params.inputData};
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refOutData = {params.refData};
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}
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static std::string getTestCaseName(const testing::TestParamInfo<NonZeroParams>& obj) {
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auto param = obj.param;
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std::ostringstream result;
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result << "dShape=" << param.dynamicShape << "_";
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result << "iShape=" << param.inputShape << "_";
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result << "iType=" << param.inType << "_";
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if (param.testcaseName != "") {
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result << "oType=" << param.refType << "_";
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result << param.testcaseName;
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} else {
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result << "oType=" << param.refType;
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}
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return result.str();
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}
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private:
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static std::shared_ptr<Function> CreateFunction(const PartialShape& input_shape, const element::Type& input_type,
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const element::Type& output_type) {
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const auto in = std::make_shared<op::v0::Parameter>(input_type, input_shape);
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const auto NonZero = std::make_shared<op::v3::NonZero>(in, output_type);
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return std::make_shared<Function>(NodeVector {NonZero}, ParameterVector {in});
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}
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};
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TEST_P(ReferenceNonZeroLayerTest, CompareWithHardcodedRefs) {
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Exec();
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}
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INSTANTIATE_TEST_SUITE_P(smoke_NonZero_With_Hardcoded_Refs, ReferenceNonZeroLayerTest,
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::testing::Values(
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i32,
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element::i32,
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std::vector<int32_t>{1, 1, 1, 1, 1, 1},
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std::vector<int32_t>{0, 0, 1, 1, 2, 2, 0, 1, 0, 1, 0, 1},
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"all_1s"),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i32,
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element::i32,
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std::vector<int32_t>{0, 0, 0, 0, 0, 0},
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std::vector<int32_t>{},
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"all_0s"),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i32,
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element::i64,
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std::vector<int32_t>{1, 1, 1, 1, 1, 1},
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std::vector<int64_t>{0, 0, 1, 1, 2, 2, 0, 1, 0, 1, 0, 1},
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"all_1s_int64"),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i32,
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element::i64,
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std::vector<int32_t>{0, 0, 0, 0, 0, 0},
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std::vector<int64_t>{},
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"all_0s_int64"),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::boolean,
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element::i32,
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std::vector<char>{false, false, false, false, true, true},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i8,
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element::i32,
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std::vector<int8_t>{0, 0, 0, 0, 1, 3},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i16,
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element::i32,
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std::vector<int16_t>{0, 0, 0, 0, 1, 3},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i32,
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element::i32,
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std::vector<int32_t>{0, 0, 0, 0, 1, 3},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i64,
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element::i32,
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std::vector<int64_t>{0, 0, 0, 0, 1, 3},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::u8,
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element::i32,
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std::vector<uint8_t>{0, 0, 0, 0, 1, 3},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::u16,
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element::i32,
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std::vector<uint16_t>{0, 0, 0, 0, 1, 3},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::u32,
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element::i32,
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std::vector<uint32_t>{0, 0, 0, 0, 1, 3},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::u64,
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element::i32,
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std::vector<uint64_t>{0, 0, 0, 0, 1, 3},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::bf16,
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element::i32,
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std::vector<bfloat16>{0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 3.0f},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::f16,
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element::i32,
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std::vector<float16>{0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 3.0f},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::f32,
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element::i32,
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std::vector<float>{0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 3.0f},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::f64,
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element::i32,
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std::vector<double>{0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 3.0f},
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std::vector<int32_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::boolean,
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element::i64,
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std::vector<char>{false, false, false, false, true, true},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i8,
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element::i64,
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std::vector<int8_t>{0, 0, 0, 0, 1, 3},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i16,
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element::i64,
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std::vector<int16_t>{0, 0, 0, 0, 1, 3},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i32,
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element::i64,
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std::vector<int32_t>{0, 0, 0, 0, 1, 3},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::i64,
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element::i64,
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std::vector<int64_t>{0, 0, 0, 0, 1, 3},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::u8,
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element::i64,
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std::vector<uint8_t>{0, 0, 0, 0, 1, 3},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::u16,
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element::i64,
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std::vector<uint16_t>{0, 0, 0, 0, 1, 3},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::u32,
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element::i64,
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std::vector<uint32_t>{0, 0, 0, 0, 1, 3},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::u64,
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element::i64,
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std::vector<uint64_t>{0, 0, 0, 0, 1, 3},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::bf16,
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element::i64,
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std::vector<bfloat16>{0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 3.0f},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::f16,
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element::i64,
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std::vector<float16>{0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 3.0f},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::f32,
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element::i64,
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std::vector<float>{0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 3.0f},
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std::vector<int64_t>{2, 2, 0, 1}),
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NonZeroParams(PartialShape{3, 2},
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PartialShape{3, 2},
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element::f64,
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element::i64,
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std::vector<double>{0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 3.0f},
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std::vector<int64_t>{2, 2, 0, 1})),
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ReferenceNonZeroLayerTest::getTestCaseName);
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} // namespace
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